Overview

Dataset info

Number of variables100
Number of observations39720
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory30.3 MiB
Average record size in memory800.0 B

Variables types

NUM86
CAT14

Reproduction info

Date of analysis2020-03-08 03:18:34.900452
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

AMT_INCOME_TOTAL is highly skewed (γ1 = 192.0336142) Skewed
BUREAU_AMT_CREDIT_SUM_LIMIT is highly skewed (γ1 = 21.63374475) Skewed
BUREAU_AMT_CREDIT_MAX_OVERDUE is highly skewed (γ1 = 112.9208946) Skewed
POS_SK_DPD is highly skewed (γ1 = 20.28905516) Skewed
BUREAU_AMT_CREDIT_SUM_OVERDUE is highly skewed (γ1 = 92.91046767) Skewed
PREV_CHANNEL_TYPE_Car_dealer is highly skewed (γ1 = 57.41408469) Skewed
CREDIT_NAME_CONTRACT_STATUS_Sent_proposal is highly skewed (γ1 = 26.93912159) Skewed
CREDIT_SK_DPD_DEF is highly skewed (γ1 = 147.5454886) Skewed
BUREAU_AMT_CREDIT_SUM_DEBT is highly skewed (γ1 = 31.41202488) Skewed

Variables

EXT_SOURCE_2
Real number (ℝ)

Distinct count33167
Unique (%)83.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.063455274e-17
Minimum-2.231851003
Maximum1.856686932
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-2.231851003
5-th percentile-1.905613719
Q1-0.7675487324
median0.2453879316
Q30.820257009
95-th percentile1.289344426
Maximum1.856686932
Range4.088537935
Interquartile range (IQR)1.587805741

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)3.264328997e+16
Kurtosis-0.788670824
Mean3.063455274e-17
Median Absolute Deviation (MAD)0.8490054215
Skewness-0.5503759447
Sum1.158184659e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8647109427 92 0.2%
 
-2.231851003 82 0.2%
 
-0.9631520894 51 0.1%
 
-0.9777530972 46 0.1%
 
-1.46827807 43 0.1%
 
-0.9634170472 42 0.1%
 
-1.456261721 39 0.1%
 
-0.9573754042 39 0.1%
 
-0.9735200396 37 0.1%
 
-1.45150405 35 0.1%
 
Other values (33157) 39214 98.7%
 
ValueCountFrequency (%) 
-2.231851003 82 0.2%
 
-2.231827084 1 < 0.1%
 
-2.231824223 1 < 0.1%
 
-2.231822601 1 < 0.1%
 
-2.231803488 1 < 0.1%
 
ValueCountFrequency (%) 
1.856686932 1 < 0.1%
 
1.697518636 1 < 0.1%
 
1.695985623 1 < 0.1%
 
1.691650909 1 < 0.1%
 
1.679229202 1 < 0.1%
 

EXT_SOURCE_3
Real number (ℝ)

Distinct count759
Unique (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.065591702e-16
Minimum-1.37312322
Maximum2.031848062
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.37312322
5-th percentile-1.37312322
Q1-0.9697158592
median0.06751574017
Q30.863219038
95-th percentile1.518891641
Maximum2.031848062
Range3.404971282
Interquartile range (IQR)1.832934897

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.974127895e+15
Kurtosis-1.289154331
Mean-5.065591702e-16
Median Absolute Deviation (MAD)0.8714344771
Skewness-0.02432813777
Sum-8.895995052e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.37312322 8386 21.1%
 
-1.371119533 164 0.4%
 
0.7357581093 138 0.3%
 
1.462930028 134 0.3%
 
1.338783616 134 0.3%
 
0.1260187553 129 0.3%
 
0.3397843611 128 0.3%
 
1.264533394 125 0.3%
 
0.6746362507 124 0.3%
 
0.9876304593 121 0.3%
 
Other values (749) 30137 75.9%
 
ValueCountFrequency (%) 
-1.37312322 8386 21.1%
 
-1.371119533 164 0.4%
 
-1.312023953 1 < 0.1%
 
-1.309367137 1 < 0.1%
 
-1.30659685 1 < 0.1%
 
ValueCountFrequency (%) 
2.031848062 1 < 0.1%
 
1.980624932 5 < 0.1%
 
1.972029628 2 < 0.1%
 
1.966220287 3 < 0.1%
 
1.951416745 1 < 0.1%
 

NAME_EDUCATION_TYPE
Real number (ℝ)

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.417071674e-16
Minimum-0.3195362357
Maximum0.3175052757
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.3195362357
5-th percentile-0.0600089033
Q1-0.0600089033
median-0.0600089033
Q3-0.0600089033
95-th percentile0.2460024905
Maximum0.3175052757
Range0.6370415114
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1292533124
Coefficient of variation (CV)-9.1211556e+14
Kurtosis0.2905330749
Mean-1.417071674e-16
Median Absolute Deviation (MAD)0.101406239
Skewness1.125908182
Sum-7.108091893e-12
Variance0.01670641876
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.0600089033 29634 74.6%
 
0.2460024905 8175 20.6%
 
-0.03783006356 1321 3.3%
 
-0.3195362357 581 1.5%
 
0.3175052757 9 < 0.1%
 
ValueCountFrequency (%) 
-0.3195362357 581 1.5%
 
-0.0600089033 29634 74.6%
 
-0.03783006356 1321 3.3%
 
0.2460024905 8175 20.6%
 
0.3175052757 9 < 0.1%
 
ValueCountFrequency (%) 
0.3175052757 9 < 0.1%
 
0.2460024905 8175 20.6%
 
-0.03783006356 1321 3.3%
 
-0.0600089033 29634 74.6%
 
-0.3195362357 581 1.5%
 

POS_CNT_INSTALMENT_FUTURE
Real number (ℝ)

Distinct count11503
Unique (%)29.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.353549827e-16
Minimum-1.28322523
Maximum7.315891805
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.28322523
5-th percentile-1.28322523
Q1-0.601902632
median-0.3176188711
Q30.394700222
95-th percentile2.026751468
Maximum7.315891805
Range8.599117035
Interquartile range (IQR)0.9966028541

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)4.248954396e+15
Kurtosis4.329378328
Mean2.353549827e-16
Median Absolute Deviation (MAD)0.7369770857
Skewness1.731792852
Sum-3.7658765e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.28322523 2248 5.7%
 
-0.416087378 1495 3.8%
 
-0.8496563041 1388 3.5%
 
-0.5606103534 935 2.4%
 
-0.7051333287 358 0.9%
 
-0.2715644026 353 0.9%
 
-0.3438258903 315 0.8%
 
0.01748154816 289 0.7%
 
-0.4883488657 253 0.6%
 
-0.9038524199 253 0.6%
 
Other values (11493) 31833 80.1%
 
ValueCountFrequency (%) 
-1.28322523 2248 5.7%
 
-1.281719783 1 < 0.1%
 
-1.278708887 1 < 0.1%
 
-1.278612795 1 < 0.1%
 
-1.278563199 1 < 0.1%
 
ValueCountFrequency (%) 
7.315891805 1 < 0.1%
 
7.243630317 1 < 0.1%
 
7.171368829 2 < 0.1%
 
7.099107342 2 < 0.1%
 
7.026845854 1 < 0.1%
 

INSTA_AMT_PAYMENT
Real number (ℝ)

Distinct count37792
Unique (%)95.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.663847786e-17
Minimum-0.7537049765
Maximum54.65539099
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.7537049765
5-th percentile-0.6847718846
Q1-0.4664093423
median-0.2587423788
Q30.1221376756
95-th percentile1.481372584
Maximum54.65539099
Range55.40909596
Interquartile range (IQR)0.5885470179

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-2.729405387e+16
Kurtosis388.2344283
Mean-3.663847786e-17
Median Absolute Deviation (MAD)0.5335309092
Skewness11.69285915
Sum-1.165290087e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7537049765 1846 4.6%
 
-0.0731682272 3 < 0.1%
 
-0.653431394 3 < 0.1%
 
-0.0260576927 3 < 0.1%
 
0.1201299933 3 < 0.1%
 
0.003962212406 3 < 0.1%
 
-0.1711724513 3 < 0.1%
 
-0.5269983057 2 < 0.1%
 
-0.550650972 2 < 0.1%
 
0.04365918671 2 < 0.1%
 
Other values (37782) 37850 95.3%
 
ValueCountFrequency (%) 
-0.7537049765 1846 4.6%
 
-0.7523091682 1 < 0.1%
 
-0.7501088793 1 < 0.1%
 
-0.7476885615 1 < 0.1%
 
-0.7401792958 1 < 0.1%
 
ValueCountFrequency (%) 
54.65539099 1 < 0.1%
 
39.55409922 1 < 0.1%
 
35.2937294 1 < 0.1%
 
30.08545435 1 < 0.1%
 
20.60607519 1 < 0.1%
 

CODE_GENDER
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
0.7844884685
24588
-1.274715997
15132
ValueCountFrequency (%) 
0.7844884685 24588 61.9%
 
-1.274715997 15132 38.1%
 

PREV_CNT_PAYMENT
Real number (ℝ)

Distinct count1391
Unique (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.447873934e-18
Minimum-1.553395374
Maximum6.393337647
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.553395374
5-th percentile-1.553395374
Q1-0.6704250387
median-0.2289398709
Q30.4332878809
95-th percentile1.978485968
Maximum6.393337647
Range7.946733021
Interquartile range (IQR)1.10371292

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-6.9067656e+17
Kurtosis1.84891931
Mean-1.447873934e-18
Median Absolute Deviation (MAD)0.7624323198
Skewness1.145824293
Sum7.617018127e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.2289398709 4741 11.9%
 
-0.8911676226 3098 7.8%
 
-0.4496824548 2396 6.0%
 
-1.553395374 2289 5.8%
 
1.095515633 1589 4.0%
 
0.4332878809 1467 3.7%
 
-0.6704250387 1373 3.5%
 
-0.5600537467 1114 2.8%
 
-0.008197286926 724 1.8%
 
-0.3393111628 721 1.8%
 
Other values (1381) 20208 50.9%
 
ValueCountFrequency (%) 
-1.553395374 2289 5.8%
 
-1.479814513 1 < 0.1%
 
-1.45879141 2 < 0.1%
 
-1.443024082 1 < 0.1%
 
-1.406233652 3 < 0.1%
 
ValueCountFrequency (%) 
6.393337647 2 < 0.1%
 
5.068882143 35 0.1%
 
4.737768268 1 < 0.1%
 
4.627396976 1 < 0.1%
 
4.406654392 13 < 0.1%
 

EXT_SOURCE_1
Real number (ℝ)

Distinct count16506
Unique (%)41.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.070722595e-17
Minimum-0.7266047992
Maximum2.811035254
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.7266047992
5-th percentile-0.7266047992
Q1-0.7266047992
median-0.7266047992
Q30.7156725009
95-th percentile2.065566612
Maximum2.811035254
Range3.537640053
Interquartile range (IQR)1.4422773

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-3.256603478e+16
Kurtosis-0.2835892933
Mean-3.070722595e-17
Median Absolute Deviation (MAD)0.8618104504
Skewness1.055045918
Sum-6.181721801e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7266047992 22851 57.5%
 
2.049960441 4 < 0.1%
 
0.6375964456 3 < 0.1%
 
0.08666793634 3 < 0.1%
 
1.635897997 3 < 0.1%
 
1.734035235 3 < 0.1%
 
0.9406698804 3 < 0.1%
 
1.794652192 2 < 0.1%
 
1.316032084 2 < 0.1%
 
0.7294161234 2 < 0.1%
 
Other values (16496) 16844 42.4%
 
ValueCountFrequency (%) 
-0.7266047992 22851 57.5%
 
-0.6708664044 1 < 0.1%
 
-0.669495132 1 < 0.1%
 
-0.6617489352 1 < 0.1%
 
-0.6569453269 1 < 0.1%
 
ValueCountFrequency (%) 
2.811035254 1 < 0.1%
 
2.792897895 1 < 0.1%
 
2.790223849 1 < 0.1%
 
2.78466029 1 < 0.1%
 
2.784586283 1 < 0.1%
 

FLAG_DOCUMENT_3
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
0.5915002598
29425
-1.690616333
10295
ValueCountFrequency (%) 
0.5915002598 29425 74.1%
 
-1.690616333 10295 25.9%
 

FLAG_OWN_CAR
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.03974865372
26835
0.08278270256
12885
ValueCountFrequency (%) 
-0.03974865372 26835 67.6%
 
0.08278270256 12885 32.4%
 
Distinct count206
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.732697011e-16
Minimum-1.138099778
Maximum1.872753941
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.138099778
5-th percentile-1.138099778
Q1-1.138099778
median-0.1344818717
Q30.6684124534
95-th percentile1.872753941
Maximum1.872753941
Range3.010853719
Interquartile range (IQR)1.806512231

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-5.771422134e+15
Kurtosis-0.8238632504
Mean-1.732697011e-16
Median Absolute Deviation (MAD)0.8350638765
Skewness0.5021108494
Sum-2.408739874e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.138099778 11432 28.8%
 
1.872753941 4944 12.4%
 
0.3673270815 4560 11.5%
 
-0.1344818717 2644 6.7%
 
0.8691360346 1916 4.8%
 
-0.3853863483 1580 4.0%
 
0.06624170958 1233 3.1%
 
-0.5359290342 928 2.3%
 
1.120040511 868 2.2%
 
0.6684124534 859 2.2%
 
Other values (196) 8756 22.0%
 
ValueCountFrequency (%) 
-1.138099778 11432 28.8%
 
-1.030569288 1 < 0.1%
 
-0.9947257914 3 < 0.1%
 
-0.9875570921 3 < 0.1%
 
-0.9796337928 2 < 0.1%
 
ValueCountFrequency (%) 
1.872753941 4944 12.4%
 
1.641149809 3 < 0.1%
 
1.599039967 1 < 0.1%
 
1.571668569 3 < 0.1%
 
1.538214639 18 < 0.1%
 

FLAG_EMP_PHONE
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
0.4259985461
33619
-2.347425852
 
6101
ValueCountFrequency (%) 
0.4259985461 33619 84.6%
 
-2.347425852 6101 15.4%
 

NAME_INCOME_TYPE
Real number (ℝ)

Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.694305991e-16
Minimum-0.5131592572
Maximum1.161579155
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.5131592572
5-th percentile-0.07410621032
Q1-0.07410621032
median-0.07410621032
Q30.1192379799
95-th percentile0.1355826521
Maximum1.161579155
Range1.674738413
Interquartile range (IQR)0.1933441902

Descriptive statistics

Standard deviation0.09105775317
Coefficient of variation (CV)-5.374339325e+14
Kurtosis-0.3476444663
Mean-1.694305991e-16
Median Absolute Deviation (MAD)0.08328624527
Skewness0.6327252819
Sum-4.481748306e-12
Variance0.008291514412
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.07410621032 22263 56.0%
 
0.1355826521 8978 22.6%
 
0.02481924001 6094 15.3%
 
0.1192379799 2372 6.0%
 
-0.5131592572 7 < 0.1%
 
-0.2153853026 3 < 0.1%
 
0.7806323273 2 < 0.1%
 
1.161579155 1 < 0.1%
 
ValueCountFrequency (%) 
-0.5131592572 7 < 0.1%
 
-0.2153853026 3 < 0.1%
 
-0.07410621032 22263 56.0%
 
0.02481924001 6094 15.3%
 
0.1192379799 2372 6.0%
 
ValueCountFrequency (%) 
1.161579155 1 < 0.1%
 
0.7806323273 2 < 0.1%
 
0.1355826521 8978 22.6%
 
0.1192379799 2372 6.0%
 
0.02481924001 6094 15.3%
 

INSTA_AMT_INSTALMENT
Real number (ℝ)

Distinct count37774
Unique (%)95.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.783735965e-16
Minimum-0.7912499344
Maximum57.70878064
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.7912499344
5-th percentile-0.7108109327
Q1-0.4711218937
median-0.2496940429
Q30.1445580093
95-th percentile1.46572024
Maximum57.70878064
Range58.50003057
Interquartile range (IQR)0.6156799031

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-5.606281467e+15
Kurtosis474.9365565
Mean-1.783735965e-16
Median Absolute Deviation (MAD)0.5349336194
Skewness12.96378217
Sum-3.993250175e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7912499344 1845 4.6%
 
0.008682873452 3 < 0.1%
 
-0.07275020169 3 < 0.1%
 
-0.1762214822 3 < 0.1%
 
0.02853721421 3 < 0.1%
 
0.1313309444 3 < 0.1%
 
-0.685382702 3 < 0.1%
 
-0.02301165858 3 < 0.1%
 
0.9422410848 2 < 0.1%
 
0.7417435853 2 < 0.1%
 
Other values (37764) 37850 95.3%
 
ValueCountFrequency (%) 
-0.7912499344 1845 4.6%
 
-0.7897762625 1 < 0.1%
 
-0.7874484398 1 < 0.1%
 
-0.7848979004 1 < 0.1%
 
-0.7769697387 1 < 0.1%
 
ValueCountFrequency (%) 
57.70878064 1 < 0.1%
 
41.76508016 1 < 0.1%
 
37.26705036 1 < 0.1%
 
31.7682375 1 < 0.1%
 
21.76006175 1 < 0.1%
 

POS_CNT_INSTALMENT
Real number (ℝ)

Distinct count11426
Unique (%)28.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.254043433e-16
Minimum-1.627683765
Maximum6.761991624
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.627683765
5-th percentile-1.627683765
Q1-0.5789743412
median-0.2294045333
Q30.4866540795
95-th percentile1.928821126
Maximum6.761991624
Range8.389675389
Interquartile range (IQR)1.065628421

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)4.436527592e+15
Kurtosis2.341239507
Mean2.254043433e-16
Median Absolute Deviation (MAD)0.7613772906
Skewness1.19122534
Sum7.33990646e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.2294045333 3200 8.1%
 
-1.627683765 2174 5.5%
 
-0.9285441491 2170 5.5%
 
-0.4624510719 1802 4.5%
 
1.168874698 969 2.4%
 
0.4697350825 507 1.3%
 
-0.6954976105 434 1.1%
 
-1.161590688 370 0.9%
 
-0.4741033988 239 0.6%
 
2.56715393 217 0.5%
 
Other values (11416) 27638 69.6%
 
ValueCountFrequency (%) 
-1.627683765 2174 5.5%
 
-1.511160496 14 < 0.1%
 
-1.394637226 2 < 0.1%
 
-1.352265128 1 < 0.1%
 
-1.336375592 4 < 0.1%
 
ValueCountFrequency (%) 
6.761991624 1 < 0.1%
 
5.672341593 1 < 0.1%
 
5.446406326 1 < 0.1%
 
5.363712393 34 0.1%
 
5.338289134 1 < 0.1%
 

OCCUPATION_TYPE
Real number (ℝ)

Distinct count21
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.284828129e-17
Minimum-0.5131592572
Maximum0.3052708608
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.5131592572
5-th percentile-0.155338073
Q1-0.09745184114
median0.006729537731
Q30.02471410198
95-th percentile0.2851149883
Maximum0.3052708608
Range0.818430118
Interquartile range (IQR)0.1221659431

Descriptive statistics

Standard deviation0.1325305
Coefficient of variation (CV)3.093017877e+15
Kurtosis0.6859813734
Mean4.284828129e-17
Median Absolute Deviation (MAD)0.09915662251
Skewness0.54017452
Sum3.730349363e-14
Variance0.01756433344
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.09745184114 8156 20.5%
 
0.02471410198 6093 15.3%
 
0.006729537731 5328 13.4%
 
-0.1007302108 4467 11.2%
 
0.09424039459 3203 8.1%
 
-0.02851428733 2846 7.2%
 
0.2851149883 2451 6.2%
 
0.2110374905 1341 3.4%
 
0.3052708608 1022 2.6%
 
-0.155338073 1015 2.6%
 
Other values (11) 3798 9.6%
 
ValueCountFrequency (%) 
-0.5131592572 7 < 0.1%
 
-0.4021429762 398 1.0%
 
-0.2417836686 859 2.2%
 
-0.155338073 1015 2.6%
 
-0.1409202656 649 1.6%
 
ValueCountFrequency (%) 
0.3052708608 1022 2.6%
 
0.2851149883 2451 6.2%
 
0.2581889745 92 0.2%
 
0.2315997185 74 0.2%
 
0.2110374905 1341 3.4%
 

PERCENT_EMPLOYED_TO_AGE
Real number (ℝ)

Distinct count33538
Unique (%)84.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.381970897e-16
Minimum-0.9621712428
Maximum4.68714158
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.9621712428
5-th percentile-0.9621712428
Q1-0.764149618
median-0.2935571102
Q30.439311718
95-th percentile2.061541447
Maximum4.68714158
Range5.649312822
Interquartile range (IQR)1.203461336

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)2.282106869e+15
Kurtosis2.354540076
Mean4.381970897e-16
Median Absolute Deviation (MAD)0.7644550509
Skewness1.520252482
Sum-1.222133506e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9621712428 6101 15.4%
 
0.3617557106 4 < 0.1%
 
-0.1678150708 3 < 0.1%
 
-0.2284424282 3 < 0.1%
 
-0.7507456457 2 < 0.1%
 
-0.6047109654 2 < 0.1%
 
-0.6776257484 2 < 0.1%
 
-0.3204217815 2 < 0.1%
 
0.1482191052 2 < 0.1%
 
-0.3230340929 2 < 0.1%
 
Other values (33528) 33597 84.6%
 
ValueCountFrequency (%) 
-0.9621712428 6101 15.4%
 
-0.9612574545 1 < 0.1%
 
-0.9610059282 1 < 0.1%
 
-0.9593340032 1 < 0.1%
 
-0.9583314547 1 < 0.1%
 
ValueCountFrequency (%) 
4.68714158 1 < 0.1%
 
4.671726675 1 < 0.1%
 
4.666138309 1 < 0.1%
 
4.605043224 1 < 0.1%
 
4.56431003 1 < 0.1%
 

DAYS_BIRTH
Real number (ℝ)

Distinct count14811
Unique (%)37.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.433129658e-16
Minimum-1.814882238
Maximum2.250515719
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.814882238
5-th percentile-1.471247737
Q1-0.8414306167
median-0.1032515135
Q30.8071558723
95-th percentile1.722090402
Maximum2.250515719
Range4.065397956
Interquartile range (IQR)1.648586489

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-6.977823552e+15
Kurtosis-0.9791020565
Mean-1.433129658e-16
Median Absolute Deviation (MAD)0.8496008682
Skewness0.2470319355
Sum-5.833555861e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9597036861 13 < 0.1%
 
0.633943428 12 < 0.1%
 
-0.2108145888 11 < 0.1%
 
-0.8270155436 11 < 0.1%
 
-0.6220783602 11 < 0.1%
 
-0.9133901983 11 < 0.1%
 
0.2699194142 10 < 0.1%
 
0.8800996155 10 < 0.1%
 
-0.783944 10 < 0.1%
 
-0.617215444 10 < 0.1%
 
Other values (14801) 39611 99.7%
 
ValueCountFrequency (%) 
-1.814882238 1 < 0.1%
 
-1.813724401 1 < 0.1%
 
-1.813261266 1 < 0.1%
 
-1.812334996 1 < 0.1%
 
-1.811640294 1 < 0.1%
 
ValueCountFrequency (%) 
2.250515719 1 < 0.1%
 
2.238011077 1 < 0.1%
 
2.236390105 1 < 0.1%
 
2.234769133 1 < 0.1%
 
2.230369351 1 < 0.1%
 

NAME_FAMILY_STATUS
Real number (ℝ)

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.000889104e-17
Minimum-0.117214175
Maximum0.0577761612
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.117214175
5-th percentile-0.117214175
Q1-0.116145233
median0.04325701717
Q30.04325701717
95-th percentile0.0577761612
Maximum0.0577761612
Range0.1749903362
Interquartile range (IQR)0.1594022501

Descriptive statistics

Standard deviation0.07077833029
Coefficient of variation (CV)3.537343981e+15
Kurtosis-0.9211941238
Mean2.000889104e-17
Median Absolute Deviation (MAD)0.06220704988
Skewness-1.015237732
Sum8.668621376e-13
Variance0.005009572038
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.04325701717 24843 62.5%
 
-0.116145233 6365 16.0%
 
-0.117214175 4233 10.7%
 
0.0577761612 2489 6.3%
 
0.009493334059 1790 4.5%
 
ValueCountFrequency (%) 
-0.117214175 4233 10.7%
 
-0.116145233 6365 16.0%
 
0.009493334059 1790 4.5%
 
0.04325701717 24843 62.5%
 
0.0577761612 2489 6.3%
 
ValueCountFrequency (%) 
0.0577761612 2489 6.3%
 
0.04325701717 24843 62.5%
 
0.009493334059 1790 4.5%
 
-0.116145233 6365 16.0%
 
-0.117214175 4233 10.7%
 

ORGANIZATION_TYPE
Real number (ℝ)

Distinct count58
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.120231219e-17
Minimum-0.5067016655
Maximum0.4229200171
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.5067016655
5-th percentile-0.1506288738
Q1-0.03855993729
median0.0126277701
Q30.02409687025
95-th percentile0.09204469818
Maximum0.4229200171
Range0.9296216826
Interquartile range (IQR)0.06265680755

Descriptive statistics

Standard deviation0.08113745319
Coefficient of variation (CV)2.600366688e+15
Kurtosis4.39610342
Mean3.120231219e-17
Median Absolute Deviation (MAD)0.0555090778
Skewness-0.1205994592
Sum5.329070518e-13
Variance0.006583286311
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.0126277701 9397 23.7%
 
0.02409687025 6100 15.4%
 
-0.08343903014 5521 13.9%
 
0.04986861381 2109 5.3%
 
-0.02237681222 1387 3.5%
 
0.09204469818 1333 3.4%
 
0.08815142368 1237 3.1%
 
-0.1506288738 1105 2.8%
 
-0.03855993729 1016 2.6%
 
-0.004601529836 989 2.5%
 
Other values (48) 9526 24.0%
 
ValueCountFrequency (%) 
-0.5067016655 13 < 0.1%
 
-0.3134125513 383 1.0%
 
-0.2185843553 278 0.7%
 
-0.2170906257 7 < 0.1%
 
-0.1996399481 218 0.5%
 
ValueCountFrequency (%) 
0.4229200171 36 0.1%
 
0.3608735792 68 0.2%
 
0.3182664719 136 0.3%
 
0.246548735 34 0.1%
 
0.2457249648 45 0.1%
 
Distinct count1722
Unique (%)4.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-8.59696112e-17
Minimum-0.2736301892
Maximum47.91199295
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.2736301892
5-th percentile-0.2736301892
Q1-0.2736301892
median-0.2736301892
Q3-0.2736301892
95-th percentile1.447284923
Maximum47.91199295
Range48.18562314
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.163216367e+16
Kurtosis263.6849965
Mean-8.59696112e-17
Median Absolute Deviation (MAD)0.4545834682
Skewness10.42172723
Sum6.927791674e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.2736301892 32232 81.1%
 
1.447284923 237 0.6%
 
0.5868273669 154 0.4%
 
0.3000081815 117 0.3%
 
0.8736465523 109 0.3%
 
0.1565985888 96 0.2%
 
3.168200035 90 0.2%
 
0.01318899615 72 0.2%
 
2.307742479 70 0.2%
 
0.2180598428 64 0.2%
 
Other values (1712) 6479 16.3%
 
ValueCountFrequency (%) 
-0.2736301892 32232 81.1%
 
-0.2557039901 15 < 0.1%
 
-0.2555152933 11 < 0.1%
 
-0.2553225816 2 < 0.1%
 
-0.2551257257 1 < 0.1%
 
ValueCountFrequency (%) 
47.91199295 1 < 0.1%
 
35.86558717 1 < 0.1%
 
28.98192672 1 < 0.1%
 
28.40828835 1 < 0.1%
 
27.26101161 1 < 0.1%
 

PREV_NAME_CLIENT_TYPE_New
Real number (ℝ)

Distinct count99
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.802519195e-16
Minimum-1.001364847
Maximum1.907613967
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.001364847
5-th percentile-1.001364847
Q1-0.7369122274
median-0.2741201433
Q30.4531245603
95-th percentile1.907613967
Maximum1.907613967
Range2.908978814
Interquartile range (IQR)1.190036788

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-5.547860968e+15
Kurtosis-0.3827046976
Mean-1.802519195e-16
Median Absolute Deviation (MAD)0.8087327322
Skewness0.9774151409
Sum-5.201172826e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.001364847 7893 19.9%
 
1.907613967 7045 17.7%
 
0.4531245603 4678 11.8%
 
-0.03170524214 4149 10.4%
 
-0.2741201433 3228 8.1%
 
-0.4195690841 2651 6.7%
 
-0.5165350445 2052 5.2%
 
-0.5857964449 1513 3.8%
 
-0.6377424951 1155 2.9%
 
-0.6781449787 897 2.3%
 
Other values (89) 4459 11.2%
 
ValueCountFrequency (%) 
-1.001364847 7893 19.9%
 
-0.9528818667 1 < 0.1%
 
-0.9512100398 2 < 0.1%
 
-0.9474948689 2 < 0.1%
 
-0.9431852707 2 < 0.1%
 
ValueCountFrequency (%) 
1.907613967 7045 17.7%
 
1.492045565 3 < 0.1%
 
1.422784165 3 < 0.1%
 
1.325818205 12 < 0.1%
 
1.180369264 52 0.1%
 
Distinct count28
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.046720743e-15
Minimum-2.297002366
Maximum0.4364277878
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-2.297002366
5-th percentile-2.297002366
Q10.4364277878
median0.4364277878
Q30.4364277878
95-th percentile0.4364277878
Maximum0.4364277878
Range2.733430154
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-4.885925898e+14
Kurtosis1.46331067
Mean-2.046720743e-15
Median Absolute Deviation (MAD)0.7321331295
Skewness-1.86021574
Sum1.5063506e-11
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4364277878 33295 83.8%
 
-2.297002366 6324 15.9%
 
0.04593776576 10 < 0.1%
 
-0.2469297508 10 < 0.1%
 
-0.01914390457 9 < 0.1%
 
-0.110258243 8 < 0.1%
 
0.09474901852 7 < 0.1%
 
0.1879341374 6 < 0.1%
 
-0.4747155969 6 < 0.1%
 
0.1327133262 5 < 0.1%
 
Other values (18) 40 0.1%
 
ValueCountFrequency (%) 
-2.297002366 6324 15.9%
 
-1.385858982 2 < 0.1%
 
-0.9302872893 4 < 0.1%
 
-0.4747155969 6 < 0.1%
 
-0.3445522563 1 < 0.1%
 
ValueCountFrequency (%) 
0.4364277878 33295 83.8%
 
0.3062644471 2 < 0.1%
 
0.284570557 1 < 0.1%
 
0.2655884032 3 < 0.1%
 
0.2541991108 4 < 0.1%
 

PREV_AMT_CREDIT
Real number (ℝ)

Distinct count34662
Unique (%)87.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.292934908e-17
Minimum-0.9771652702
Maximum15.74416842
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.9771652702
5-th percentile-0.9290058117
Q1-0.6164408507
median-0.3027193778
Q30.2831172867
95-th percentile1.874852343
Maximum15.74416842
Range16.72133369
Interquartile range (IQR)0.8995581375

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)3.036842866e+16
Kurtosis19.3702106
Mean3.292934908e-17
Median Absolute Deviation (MAD)0.6789701616
Skewness3.116984043
Sum-2.643218977e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9771652702 1955 4.9%
 
-0.695661336 74 0.2%
 
-0.8364133031 42 0.1%
 
0.4303544007 40 0.1%
 
-0.4141574018 38 0.1%
 
-0.5549093689 37 0.1%
 
-0.1326534676 35 0.1%
 
-0.2734054347 31 0.1%
 
0.1488504665 26 0.1%
 
0.008098499442 22 0.1%
 
Other values (34652) 37420 94.2%
 
ValueCountFrequency (%) 
-0.9771652702 1955 4.9%
 
-0.9714845208 1 < 0.1%
 
-0.9651629661 1 < 0.1%
 
-0.9608849593 1 < 0.1%
 
-0.9575538295 1 < 0.1%
 
ValueCountFrequency (%) 
15.74416842 1 < 0.1%
 
14.43573813 1 < 0.1%
 
14.36479914 1 < 0.1%
 
14.3140909 1 < 0.1%
 
14.05317429 1 < 0.1%
 

CNT_FAM_MEMBERS
Real number (ℝ)

Distinct count10
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.214789229e-16
Minimum-1.261256522
Maximum9.522055084
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.261256522
5-th percentile-1.261256522
Q1-0.1829253615
median-0.1829253615
Q30.8954057991
95-th percentile1.97373696
Maximum9.522055084
Range10.78331161
Interquartile range (IQR)1.078331161

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.609085283e+15
Kurtosis1.498540066
Mean6.214789229e-16
Median Absolute Deviation (MAD)0.7418527925
Skewness0.9355903505
Sum-1.456612608e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1829253615 19984 50.3%
 
-1.261256522 8783 22.1%
 
0.8954057991 7113 17.9%
 
1.97373696 3248 8.2%
 
3.05206812 495 1.2%
 
4.130399281 74 0.2%
 
5.208730442 14 < 0.1%
 
6.287061602 6 < 0.1%
 
8.443723923 2 < 0.1%
 
9.522055084 1 < 0.1%
 
ValueCountFrequency (%) 
-1.261256522 8783 22.1%
 
-0.1829253615 19984 50.3%
 
0.8954057991 7113 17.9%
 
1.97373696 3248 8.2%
 
3.05206812 495 1.2%
 
ValueCountFrequency (%) 
9.522055084 1 < 0.1%
 
8.443723923 2 < 0.1%
 
6.287061602 6 < 0.1%
 
5.208730442 14 < 0.1%
 
4.130399281 74 0.2%
 
Distinct count238
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.291442184e-16
Minimum-0.6308654646
Maximum4.367422376
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.6308654646
5-th percentile-0.6308654646
Q1-0.6308654646
median-0.6308654646
Q30.5225855755
95-th percentile2.118192848
Maximum4.367422376
Range4.998287841
Interquartile range (IQR)1.15345104

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)4.364118786e+15
Kurtosis1.658028054
Mean2.291442184e-16
Median Absolute Deviation (MAD)0.8085775545
Skewness1.55931508
Sum-2.330580173e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6308654646 25220 63.5%
 
1.868278456 1758 4.4%
 
1.035230482 1755 4.4%
 
0.6187064955 1372 3.5%
 
0.3687921035 1080 2.7%
 
0.2021825088 833 2.1%
 
1.368449672 597 1.5%
 
0.08317565545 545 1.4%
 
2.701326429 515 1.3%
 
0.7972167756 493 1.2%
 
Other values (228) 5552 14.0%
 
ValueCountFrequency (%) 
-0.6308654646 25220 63.5%
 
-0.4386236246 1 < 0.1%
 
-0.4226034713 1 < 0.1%
 
-0.413548602 1 < 0.1%
 
-0.4036705628 2 < 0.1%
 
ValueCountFrequency (%) 
4.367422376 57 0.1%
 
4.200812781 1 < 0.1%
 
4.140227474 1 < 0.1%
 
4.034203187 3 < 0.1%
 
3.982938696 2 < 0.1%
 

PREV_AMT_ANNUITY
Real number (ℝ)

Distinct count36901
Unique (%)92.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.123790681e-16
Minimum-1.368030654
Maximum16.58973447
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.368030654
5-th percentile-1.22050345
Q1-0.6454648572
median-0.2175784923
Q30.4148984315
95-th percentile1.823565064
Maximum16.58973447
Range17.95776513
Interquartile range (IQR)1.060363289

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-4.708621227e+15
Kurtosis12.31010732
Mean-2.123790681e-16
Median Absolute Deviation (MAD)0.7174300618
Skewness2.239802736
Sum-3.694822226e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.368030654 1977 5.0%
 
-1.134898851 105 0.3%
 
-0.2023716379 38 0.1%
 
-0.6686352443 33 0.1%
 
-0.9017670475 32 0.1%
 
-1.018332949 21 0.1%
 
-0.5520693427 20 0.1%
 
-0.4355034411 19 < 0.1%
 
-0.7852011459 10 < 0.1%
 
0.4016215753 9 < 0.1%
 
Other values (36891) 37456 94.3%
 
ValueCountFrequency (%) 
-1.368030654 1977 5.0%
 
-1.277258455 1 < 0.1%
 
-1.270926595 1 < 0.1%
 
-1.258943621 1 < 0.1%
 
-1.251464752 1 < 0.1%
 
ValueCountFrequency (%) 
16.58973447 1 < 0.1%
 
13.72799297 1 < 0.1%
 
12.41767766 1 < 0.1%
 
11.20376658 1 < 0.1%
 
10.92334477 3 < 0.1%
 
Distinct count3199
Unique (%)8.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.645765878e-15
Minimum-0.4388948716
Maximum9.398222801
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.4388948716
5-th percentile-0.4388948716
Q1-0.4388948716
median-0.4388948716
Q3-0.1109909492
95-th percentile2.020384546
Maximum9.398222801
Range9.837117673
Interquartile range (IQR)0.3279039224

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)6.076274893e+14
Kurtosis12.569541
Mean1.645765878e-15
Median Absolute Deviation (MAD)0.6392590068
Skewness3.286279073
Sum1.097788527e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4388948716 28233 71.1%
 
-0.1109909492 677 1.7%
 
0.872720818 670 1.7%
 
0.5448168956 578 1.5%
 
2.840144353 555 1.4%
 
1.20062474 451 1.1%
 
0.2169129732 415 1.0%
 
1.528528663 355 0.9%
 
5.135471809 249 0.6%
 
0.3808649344 174 0.4%
 
Other values (3189) 7363 18.5%
 
ValueCountFrequency (%) 
-0.4388948716 28233 71.1%
 
-0.4090854242 1 < 0.1%
 
-0.4010598037 3 < 0.1%
 
-0.3990146649 1 < 0.1%
 
-0.3984683607 2 < 0.1%
 
ValueCountFrequency (%) 
9.398222801 1 < 0.1%
 
6.119183577 152 0.4%
 
6.009882269 1 < 0.1%
 
5.913887208 1 < 0.1%
 
5.840465243 1 < 0.1%
 
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.1584679639
29451
1.832784022
6715
-2.14971995
 
3554
ValueCountFrequency (%) 
-0.1584679639 29451 74.1%
 
1.832784022 6715 16.9%
 
-2.14971995 3554 8.9%
 

CNT_CHILDREN
Real number (ℝ)

Distinct count9
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.882488313e-16
Minimum-0.5927507822
Maximum11.59782278
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.5927507822
5-th percentile-0.5927507822
Q1-0.5927507822
median-0.5927507822
Q30.7617573912
95-th percentile2.116265565
Maximum11.59782278
Range12.19057356
Interquartile range (IQR)1.354508173

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.452981164e+15
Kurtosis4.13950397
Mean6.882488313e-16
Median Absolute Deviation (MAD)0.8145398589
Skewness1.82755091
Sum1.12976295e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.5927507822 27291 68.7%
 
0.7617573912 8246 20.8%
 
2.116265565 3555 9.0%
 
3.470773738 526 1.3%
 
4.825281911 79 0.2%
 
6.179790085 14 < 0.1%
 
7.534298258 6 < 0.1%
 
11.59782278 2 < 0.1%
 
10.24331461 1 < 0.1%
 
ValueCountFrequency (%) 
-0.5927507822 27291 68.7%
 
0.7617573912 8246 20.8%
 
2.116265565 3555 9.0%
 
3.470773738 526 1.3%
 
4.825281911 79 0.2%
 
ValueCountFrequency (%) 
11.59782278 2 < 0.1%
 
10.24331461 1 < 0.1%
 
7.534298258 6 < 0.1%
 
6.179790085 14 < 0.1%
 
4.825281911 79 0.2%
 

DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ)

Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-4.676744613e-16
Minimum-0.346483426
Maximum12.12503599
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.346483426
5-th percentile-0.346483426
Q1-0.346483426
median-0.346483426
Q3-0.346483426
95-th percentile1.732103144
Maximum12.12503599
Range12.47151942
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-2.138266403e+15
Kurtosis17.27912882
Mean-4.676744613e-16
Median Absolute Deviation (MAD)0.6018622976
Skewness3.659671524
Sum-7.460698725e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.346483426 34498 86.9%
 
1.732103144 4167 10.5%
 
3.810689714 789 2.0%
 
5.889276284 203 0.5%
 
7.967862854 50 0.1%
 
10.04644942 11 < 0.1%
 
12.12503599 2 < 0.1%
 
ValueCountFrequency (%) 
-0.346483426 34498 86.9%
 
1.732103144 4167 10.5%
 
3.810689714 789 2.0%
 
5.889276284 203 0.5%
 
7.967862854 50 0.1%
 
ValueCountFrequency (%) 
12.12503599 2 < 0.1%
 
10.04644942 11 < 0.1%
 
7.967862854 50 0.1%
 
5.889276284 203 0.5%
 
3.810689714 789 2.0%
 

AMT_INCOME_TOTAL
Real number (ℝ)

SKEWED
Distinct count615
Unique (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.121735439e-16
Minimum-0.2392347282
Maximum196.8389283
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.2392347282
5-th percentile-0.1687259275
Q1-0.09291001284
median-0.04742046404
Q30.0587218165
95-th percentile0.2482616032
Maximum196.8389283
Range197.0781631
Interquartile range (IQR)0.1516318293

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)8.914870239e+15
Kurtosis37796.83075
Mean1.121735439e-16
Median Absolute Deviation (MAD)0.1115866255
Skewness192.0336142
Sum2.362554596e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.0550020555 4704 11.8%
 
-0.09291001284 4157 10.5%
 
-0.01709409817 3504 8.8%
 
0.02081385917 3276 8.2%
 
-0.1308179702 2912 7.3%
 
0.09662977384 2586 6.5%
 
0.0587218165 2115 5.3%
 
-0.1687259275 1482 3.7%
 
0.1724456885 1270 3.2%
 
-0.1459811531 851 2.1%
 
Other values (605) 12863 32.4%
 
ValueCountFrequency (%) 
-0.2392347282 1 < 0.1%
 
-0.2369602507 10 < 0.1%
 
-0.2354439324 1 < 0.1%
 
-0.2346857733 1 < 0.1%
 
-0.2343066937 1 < 0.1%
 
ValueCountFrequency (%) 
196.8389283 1 < 0.1%
 
5.024664227 1 < 0.1%
 
3.508345934 1 < 0.1%
 
3.129266361 1 < 0.1%
 
2.901818617 3 < 0.1%
 
Distinct count118
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.519854652e-15
Minimum-0.1092863189
Maximum17.38024168
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.1092863189
5-th percentile-0.1092863189
Q1-0.1092863189
median-0.1092863189
Q3-0.1092863189
95-th percentile-0.1092863189
Maximum17.38024168
Range17.489528
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)6.579659359e+14
Kurtosis166.8843388
Mean1.519854652e-15
Median Absolute Deviation (MAD)0.2144234995
Skewness12.02327127
Sum-4.263256415e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1092863189 38966 98.1%
 
5.720556348 65 0.2%
 
8.635477681 61 0.2%
 
2.805635014 54 0.1%
 
17.38024168 50 0.1%
 
4.263095681 48 0.1%
 
2.389217681 35 0.1%
 
2.076904681 33 0.1%
 
3.388619281 30 0.1%
 
1.83399457 25 0.1%
 
Other values (108) 353 0.9%
 
ValueCountFrequency (%) 
-0.1092863189 38966 98.1%
 
0.3765339033 1 < 0.1%
 
0.4372614311 1 < 0.1%
 
0.4548920037 1 < 0.1%
 
0.4938008535 1 < 0.1%
 
ValueCountFrequency (%) 
17.38024168 50 0.1%
 
15.92278101 1 < 0.1%
 
15.19405068 1 < 0.1%
 
14.88173768 2 < 0.1%
 
14.46532035 3 < 0.1%
 
Distinct count123
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.451533133e-15
Minimum-0.3355323532
Maximum5.553464752
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.3355323532
5-th percentile-0.3355323532
Q1-0.3355323532
median-0.3355323532
Q3-0.3355323532
95-th percentile1.627466682
Maximum5.553464752
Range5.888997105
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)2.246445345e+14
Kurtosis16.89031008
Mean4.451533133e-15
Median Absolute Deviation (MAD)0.5593737374
Skewness3.946438302
Sum-1.392663762e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3355323532 33084 83.3%
 
1.627466682 845 2.1%
 
2.608966199 801 2.0%
 
5.553464752 743 1.9%
 
1.136716923 698 1.8%
 
0.8422670678 549 1.4%
 
0.6459671643 491 1.2%
 
0.5057529475 379 1.0%
 
0.4005922849 276 0.7%
 
0.3188006584 215 0.5%
 
Other values (113) 1639 4.1%
 
ValueCountFrequency (%) 
-0.3355323532 33084 83.3%
 
-0.1953181364 1 < 0.1%
 
-0.1805587452 1 < 0.1%
 
-0.1719491003 1 < 0.1%
 
-0.1672752931 2 < 0.1%
 
ValueCountFrequency (%) 
5.553464752 743 1.9%
 
4.712179451 3 < 0.1%
 
4.571965234 3 < 0.1%
 
4.375665331 5 < 0.1%
 
4.081215475 24 0.1%
 
Distinct count234
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.646802869e-15
Minimum-0.4677695266
Maximum6.479925025
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.4677695266
5-th percentile-0.4677695266
Q1-0.4677695266
median-0.4677695266
Q3-0.4677695266
95-th percentile2.311308294
Maximum6.479925025
Range6.947694552
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)6.072448666e+14
Kurtosis6.74062292
Mean1.646802869e-15
Median Absolute Deviation (MAD)0.7081941818
Skewness2.517948281
Sum-2.870592652e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4677695266 30044 75.6%
 
1.848128657 943 2.4%
 
1.269154111 939 2.4%
 
0.9217693838 823 2.1%
 
0.6901795654 729 1.8%
 
3.006077749 709 1.8%
 
0.5247582665 579 1.5%
 
0.4006922924 424 1.1%
 
0.3041965347 338 0.9%
 
2.311308294 289 0.7%
 
Other values (224) 3903 9.8%
 
ValueCountFrequency (%) 
-0.4677695266 30044 75.6%
 
-0.2983135619 1 < 0.1%
 
-0.2361797082 1 < 0.1%
 
-0.2281938524 1 < 0.1%
 
-0.2196375783 3 < 0.1%
 
ValueCountFrequency (%) 
6.479925025 30 0.1%
 
6.248335207 1 < 0.1%
 
6.164120727 1 < 0.1%
 
6.016745388 1 < 0.1%
 
5.945486983 1 < 0.1%
 
Distinct count165
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.349860264e-17
Minimum-0.4069406523
Maximum9.032765028
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.4069406523
5-th percentile-0.4069406523
Q1-0.4069406523
median-0.4069406523
Q3-0.4069406523
95-th percentile2.290118114
Maximum9.032765028
Range9.439705681
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-4.255625765e+16
Kurtosis12.19690953
Mean-2.349860264e-17
Median Absolute Deviation (MAD)0.6583455217
Skewness3.106036535
Sum-1.556088591e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.4069406523 32126 80.9%
 
1.952985768 858 2.2%
 
1.481000484 812 2.0%
 
2.739627908 764 1.9%
 
1.166343628 741 1.9%
 
0.9415887307 595 1.5%
 
0.7730225578 450 1.1%
 
4.312912188 358 0.9%
 
0.6419155344 334 0.8%
 
0.5370299158 279 0.7%
 
Other values (155) 2403 6.0%
 
ValueCountFrequency (%) 
-0.4069406523 32126 80.9%
 
-0.1924018868 1 < 0.1%
 
-0.1518134718 1 < 0.1%
 
-0.1024340175 1 < 0.1%
 
-0.09228379629 1 < 0.1%
 
ValueCountFrequency (%) 
9.032765028 31 0.1%
 
7.459480748 1 < 0.1%
 
7.316454905 1 < 0.1%
 
7.144823892 3 < 0.1%
 
6.672838608 12 < 0.1%
 
Distinct count168
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.030970095e-15
Minimum-0.6805012222
Maximum2.54004704
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.6805012222
5-th percentile-0.6805012222
Q1-0.6805012222
median-0.6805012222
Q30.3930148651
95-th percentile2.54004704
Maximum2.54004704
Range3.220548262
Interquartile range (IQR)1.073516087

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-9.699724494e+14
Kurtosis1.032203267
Mean-1.030970095e-15
Median Absolute Deviation (MAD)0.790746499
Skewness1.472169005
Sum-1.790567694e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6805012222 21465 54.0%
 
2.54004704 3398 8.6%
 
0.9297729088 2603 6.6%
 
0.3930148651 2023 5.1%
 
0.1246358433 1435 3.6%
 
-0.03639156979 1123 2.8%
 
-0.1437431785 799 2.0%
 
1.466530952 784 2.0%
 
-0.220422899 612 1.5%
 
0.6077180826 538 1.4%
 
Other values (158) 4940 12.4%
 
ValueCountFrequency (%) 
-0.6805012222 21465 54.0%
 
-0.6160902569 1 < 0.1%
 
-0.6073069435 1 < 0.1%
 
-0.605604751 1 < 0.1%
 
-0.6038215016 1 < 0.1%
 
ValueCountFrequency (%) 
2.54004704 3398 8.6%
 
2.310007878 1 < 0.1%
 
2.271668018 6 < 0.1%
 
2.247269925 2 < 0.1%
 
2.217992214 4 < 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.3260586383
35903
3.066933007
 
3817
ValueCountFrequency (%) 
-0.3260586383 35903 90.4%
 
3.066933007 3817 9.6%
 

BUREAU_AMT_CREDIT_SUM_LIMIT
Real number (ℝ)

SKEWED
Distinct count6098
Unique (%)15.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.474659857e-16
Minimum-4.230750942
Maximum72.53711628
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-4.230750942
5-th percentile-0.1749638657
Q1-0.1749638657
median-0.1749638657
Q3-0.1749638657
95-th percentile0.7572422901
Maximum72.53711628
Range76.76786723
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)2.878015776e+15
Kurtosis998.9425264
Mean3.474659857e-16
Median Absolute Deviation (MAD)0.3062943868
Skewness21.63374475
Sum9.023892744e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1749638657 32760 82.5%
 
0.7572422901 67 0.2%
 
0.2911392122 38 0.1%
 
1.223345368 35 0.1%
 
1.689448446 34 0.1%
 
0.01147736549 31 0.1%
 
0.4465069048 31 0.1%
 
0.1357715196 26 0.1%
 
0.5241907512 19 < 0.1%
 
0.9436835213 19 < 0.1%
 
Other values (6088) 6660 16.8%
 
ValueCountFrequency (%) 
-4.230750942 1 < 0.1%
 
-0.9328919055 1 < 0.1%
 
-0.7741537139 1 < 0.1%
 
-0.5925623928 1 < 0.1%
 
-0.5257740833 1 < 0.1%
 
ValueCountFrequency (%) 
72.53711628 1 < 0.1%
 
44.81391301 1 < 0.1%
 
39.38370775 1 < 0.1%
 
37.19494362 1 < 0.1%
 
23.13019003 1 < 0.1%
 

BUREAU_LOAN_COUNT
Real number (ℝ)

Distinct count49
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.070699979e-16
Minimum-1.017333047
Maximum19.30570456
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.017333047
5-th percentile-1.017333047
Q1-0.8011305196
median-0.1525229363
Q30.496084647
95-th percentile2.009502341
Maximum19.30570456
Range20.32303761
Interquartile range (IQR)1.297215167

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)9.33980207e+15
Kurtosis8.729461405
Mean1.070699979e-16
Median Absolute Deviation (MAD)0.7525196937
Skewness1.899789447
Sum2.117417353e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.017333047 6318 15.9%
 
-0.8011305196 4709 11.9%
 
-0.5849279919 4584 11.5%
 
-0.3687254641 4147 10.4%
 
-0.1525229363 3505 8.8%
 
0.06367959145 3133 7.9%
 
0.2798821192 2668 6.7%
 
0.496084647 2157 5.4%
 
0.7122871748 1792 4.5%
 
0.9284897025 1382 3.5%
 
Other values (39) 5325 13.4%
 
ValueCountFrequency (%) 
-1.017333047 6318 15.9%
 
-0.8011305196 4709 11.9%
 
-0.5849279919 4584 11.5%
 
-0.3687254641 4147 10.4%
 
-0.1525229363 3505 8.8%
 
ValueCountFrequency (%) 
19.30570456 1 < 0.1%
 
10.87380598 1 < 0.1%
 
10.65760345 2 < 0.1%
 
9.360388286 1 < 0.1%
 
9.144185758 1 < 0.1%
 
Distinct count8509
Unique (%)21.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.270104085e-17
Minimum-0.2655257738
Maximum47.36766322
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.2655257738
5-th percentile-0.2655257738
Q1-0.2655257738
median-0.2655257738
Q3-0.2655257738
95-th percentile1.313503167
Maximum47.36766322
Range47.633189
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-7.873469588e+16
Kurtosis325.6326432
Mean-1.270104085e-17
Median Absolute Deviation (MAD)0.4260599464
Skewness12.59230719
Sum3.453237696e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.2655257738 31052 78.2%
 
0.09736490395 8 < 0.1%
 
0.2788102428 7 < 0.1%
 
-0.08408043493 7 < 0.1%
 
0.1880875734 6 < 0.1%
 
1.548927615 5 < 0.1%
 
0.06107583617 5 < 0.1%
 
2.002540962 4 < 0.1%
 
0.8231462594 4 < 0.1%
 
0.01269041247 4 < 0.1%
 
Other values (8499) 8618 21.7%
 
ValueCountFrequency (%) 
-0.2655257738 31052 78.2%
 
-0.265525358 1 < 0.1%
 
-0.2654501716 1 < 0.1%
 
-0.2651628831 1 < 0.1%
 
-0.265043438 1 < 0.1%
 
ValueCountFrequency (%) 
47.36766322 1 < 0.1%
 
36.023542 1 < 0.1%
 
33.42273743 1 < 0.1%
 
33.08883057 1 < 0.1%
 
24.68872683 1 < 0.1%
 
Distinct count47
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.992688722e-16
Minimum-0.145623099
Maximum14.85440352
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.145623099
5-th percentile-0.145623099
Q1-0.145623099
median-0.145623099
Q3-0.145623099
95-th percentile-0.145623099
Maximum14.85440352
Range15.00002662
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.668721061e+15
Kurtosis130.8588252
Mean5.992688722e-16
Median Absolute Deviation (MAD)0.2800934924
Skewness10.40687863
Sum3.836930773e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.145623099 38199 96.2%
 
4.854385776 143 0.4%
 
3.604383557 143 0.4%
 
2.854382226 137 0.3%
 
7.354390213 135 0.3%
 
2.354381338 131 0.3%
 
1.729380229 110 0.3%
 
1.997237847 110 0.3%
 
1.521046526 102 0.3%
 
14.85440352 96 0.2%
 
Other values (37) 414 1.0%
 
ValueCountFrequency (%) 
-0.145623099 38199 96.2%
 
0.1735264036 1 < 0.1%
 
0.3716191984 1 < 0.1%
 
0.3900921375 2 < 0.1%
 
0.4099334426 1 < 0.1%
 
ValueCountFrequency (%) 
14.85440352 96 0.2%
 
9.85439465 10 < 0.1%
 
8.854392875 2 < 0.1%
 
7.354390213 135 0.3%
 
6.28295974 1 < 0.1%
 

PREV_AMT_APPLICATION
Real number (ℝ)

Distinct count31692
Unique (%)79.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.694778495e-17
Minimum-0.9564940976
Maximum19.30482322
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.9564940976
5-th percentile-0.9564940976
Q1-0.5916798697
median-0.2987175941
Q30.2466098774
95-th percentile1.858151404
Maximum19.30482322
Range20.26131731
Interquartile range (IQR)0.8382897471

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)3.710926855e+16
Kurtosis24.41841216
Mean2.694778495e-17
Median Absolute Deviation (MAD)0.6610939303
Skewness3.464175889
Sum-1.136868377e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9564940976 2041 5.1%
 
-0.6495044414 133 0.3%
 
0.5784541837 128 0.3%
 
-0.3425147851 109 0.3%
 
-0.03552512883 104 0.3%
 
-0.189019957 99 0.2%
 
-0.4960096132 89 0.2%
 
2.113402465 76 0.2%
 
0.2714645274 74 0.2%
 
-0.8029992695 58 0.1%
 
Other values (31682) 36809 92.7%
 
ValueCountFrequency (%) 
-0.9564940976 2041 5.1%
 
-0.949982847 1 < 0.1%
 
-0.943405175 1 < 0.1%
 
-0.9398399088 1 < 0.1%
 
-0.9360792855 1 < 0.1%
 
ValueCountFrequency (%) 
19.30482322 1 < 0.1%
 
15.77444217 1 < 0.1%
 
14.90463814 1 < 0.1%
 
14.39298872 1 < 0.1%
 
13.70226199 1 < 0.1%
 

AMT_ANNUITY
Real number (ℝ)

Distinct count7837
Unique (%)19.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.814974774e-17
Minimum-1.814942817
Maximum14.50482075
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.814942817
5-th percentile-1.3022025
Q1-0.7259047773
median-0.1301775885
Q30.5090189142
95-th percentile1.840760623
Maximum14.50482075
Range16.31976357
Interquartile range (IQR)1.234923691

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.719719564e+16
Kurtosis8.261194941
Mean-5.814974774e-17
Median Absolute Deviation (MAD)0.7572257138
Skewness1.538011193
Sum-3.499422974e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.3022025 843 2.1%
 
-0.9728895156 635 1.6%
 
-0.01129560118 269 0.7%
 
-1.466858992 258 0.6%
 
-1.219874254 244 0.6%
 
0.3269088338 205 0.5%
 
-0.04225102171 195 0.5%
 
0.8054006001 194 0.5%
 
-0.3495000362 179 0.5%
 
-0.478920039 177 0.4%
 
Other values (7827) 36521 91.9%
 
ValueCountFrequency (%) 
-1.814942817 1 < 0.1%
 
-1.791232282 1 < 0.1%
 
-1.771802816 1 < 0.1%
 
-1.761594113 1 < 0.1%
 
-1.759288922 1 < 0.1%
 
ValueCountFrequency (%) 
14.50482075 4 < 0.1%
 
13.14838057 1 < 0.1%
 
9.327691323 1 < 0.1%
 
8.958531468 1 < 0.1%
 
7.987058164 1 < 0.1%
 

ANNUITY_INCOME_RATIO
Real number (ℝ)

Distinct count23029
Unique (%)58.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.001308373e-16
Minimum-1.924760155
Maximum17.8058464
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.924760155
5-th percentile-1.250904469
Q1-0.6926225326
median-0.1770443254
Q30.5078444024
95-th percentile1.802161754
Maximum17.8058464
Range19.73060656
Interquartile range (IQR)1.200466935

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-4.996794107e+15
Kurtosis8.670135871
Mean-2.001308373e-16
Median Absolute Deviation (MAD)0.7518386985
Skewness1.683377591
Sum-9.322320693e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8752318635 326 0.8%
 
-0.3492902152 289 0.7%
 
-1.225859629 148 0.4%
 
-1.401173512 130 0.3%
 
-1.085608523 127 0.3%
 
-0.6648552042 122 0.3%
 
-0.524604098 111 0.3%
 
-1.138202688 104 0.3%
 
-0.6122610394 102 0.3%
 
-1.295985182 70 0.2%
 
Other values (23019) 38191 96.2%
 
ValueCountFrequency (%) 
-1.924760155 1 < 0.1%
 
-1.862148844 1 < 0.1%
 
-1.839458219 1 < 0.1%
 
-1.810239238 1 < 0.1%
 
-1.804395442 1 < 0.1%
 
ValueCountFrequency (%) 
17.8058464 1 < 0.1%
 
12.72877481 1 < 0.1%
 
12.52488476 1 < 0.1%
 
12.28119847 1 < 0.1%
 
10.67094045 1 < 0.1%
 
Distinct count131
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.541651723e-15
Minimum-0.1891671845
Maximum13.53264743
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.1891671845
5-th percentile-0.1891671845
Q1-0.1891671845
median-0.1891671845
Q3-0.1891671845
95-th percentile0.9543173666
Maximum13.53264743
Range13.72181461
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-6.486631017e+14
Kurtosis78.99428516
Mean-1.541651723e-15
Median Absolute Deviation (MAD)0.356226764
Skewness7.911002367
Sum1.065814104e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1891671845 37399 94.2%
 
3.241286469 169 0.4%
 
4.38477102 166 0.4%
 
1.771092046 163 0.4%
 
2.097801918 159 0.4%
 
2.555195738 156 0.4%
 
6.671740122 134 0.3%
 
1.526059642 120 0.3%
 
1.183014277 107 0.3%
 
1.335478884 102 0.3%
 
Other values (121) 1045 2.6%
 
ValueCountFrequency (%) 
-0.1891671845 37399 94.2%
 
0.1226922385 1 < 0.1%
 
0.1538781808 1 < 0.1%
 
0.1719332001 1 < 0.1%
 
0.2144155982 1 < 0.1%
 
ValueCountFrequency (%) 
13.53264743 66 0.2%
 
12.47712323 1 < 0.1%
 
11.5723882 1 < 0.1%
 
10.48335529 1 < 0.1%
 
10.36607483 1 < 0.1%
 

PREV_RATE_DOWN_PAYMENT
Real number (ℝ)

Distinct count22504
Unique (%)56.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.136917091e-16
Minimum-0.8045338096
Maximum8.700860222
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.8045338096
5-th percentile-0.8045338096
Q1-0.8045338096
median-0.2100516053
Q30.4272478071
95-th percentile1.753838291
Maximum8.700860222
Range9.505394032
Interquartile range (IQR)1.231781617

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.629503175e+15
Kurtosis7.542913374
Mean6.136917091e-16
Median Absolute Deviation (MAD)0.7380550932
Skewness2.170382622
Sum-7.958078641e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8045338096 15067 37.9%
 
0.474484853 756 1.9%
 
-0.1650244783 336 0.8%
 
-0.3781942554 127 0.3%
 
1.753503516 106 0.3%
 
-0.484779144 54 0.1%
 
0.04814529879 50 0.1%
 
1.113994184 20 0.1%
 
-0.5487300771 19 < 0.1%
 
3.032522178 18 < 0.1%
 
Other values (22494) 23167 58.3%
 
ValueCountFrequency (%) 
-0.8045338096 15067 37.9%
 
-0.8045279443 1 < 0.1%
 
-0.8045273074 1 < 0.1%
 
-0.8045250258 1 < 0.1%
 
-0.8045243488 1 < 0.1%
 
ValueCountFrequency (%) 
8.700860222 1 < 0.1%
 
8.277255511 1 < 0.1%
 
8.252389166 1 < 0.1%
 
8.146677341 1 < 0.1%
 
8.096651303 1 < 0.1%
 

PREV_DAYS_FIRST_DRAWING
Real number (ℝ)

Distinct count5281
Unique (%)13.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.126233492e-15
Minimum-3.371352368
Maximum0.4602992539
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-3.371352368
5-th percentile-3.340972831
Q10.07954811485
median0.4602992539
Q30.4602992539
95-th percentile0.4602992539
Maximum0.4602992539
Range3.831651622
Interquartile range (IQR)0.380751139

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)8.879265231e+14
Kurtosis5.10527348
Mean1.126233492e-15
Median Absolute Deviation (MAD)0.6886380489
Skewness-2.444658453
Sum-1.206501565e-11
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.4602992539 29662 74.7%
 
-3.340972831 2090 5.3%
 
-1.441611709 13 < 0.1%
 
-1.441606505 11 < 0.1%
 
-0.8076032273 10 < 0.1%
 
-1.441497227 9 < 0.1%
 
-1.441325503 9 < 0.1%
 
-1.441455597 9 < 0.1%
 
-0.807516498 9 < 0.1%
 
-1.441361929 8 < 0.1%
 
Other values (5271) 7890 19.9%
 
ValueCountFrequency (%) 
-3.371352368 1 < 0.1%
 
-3.371289923 1 < 0.1%
 
-3.371269108 2 < 0.1%
 
-3.37117544 2 < 0.1%
 
-3.37113381 1 < 0.1%
 
ValueCountFrequency (%) 
0.4602992539 29662 74.7%
 
0.260074546 1 < 0.1%
 
0.2598647524 1 < 0.1%
 
0.2478084373 1 < 0.1%
 
0.236059543 1 < 0.1%
 
Distinct count5431
Unique (%)13.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.500573319e-16
Minimum-1.637873531
Maximum64.26377599
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.637873531
5-th percentile-1.637873531
Q1-0.02638241266
median0.05191235401
Q30.2154400203
95-th percentile1.127230645
Maximum64.26377599
Range65.90164952
Interquartile range (IQR)0.241822433

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)3.999133242e+15
Kurtosis461.806277
Mean2.500573319e-16
Median Absolute Deviation (MAD)0.5238588255
Skewness9.801956267
Sum7.247535905e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.05191235401 11134 28.0%
 
-1.637873531 2259 5.7%
 
0.2055292526 608 1.5%
 
0.389869531 581 1.5%
 
0.2396663412 537 1.4%
 
0.2208909425 524 1.3%
 
0.4743588253 514 1.3%
 
0.2933103376 496 1.2%
 
0.3335433348 475 1.2%
 
0.2631355896 456 1.1%
 
Other values (5421) 22136 55.7%
 
ValueCountFrequency (%) 
-1.637873531 2259 5.7%
 
-1.628433386 1 < 0.1%
 
-1.626756519 1 < 0.1%
 
-1.623179741 1 < 0.1%
 
-1.621780332 1 < 0.1%
 
ValueCountFrequency (%) 
64.26377599 1 < 0.1%
 
17.50078834 1 < 0.1%
 
17.30180993 1 < 0.1%
 
16.49482885 1 < 0.1%
 
16.46697524 1 < 0.1%
 

FLAG_DOCUMENT_6
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.2885018838
36668
3.466181873
 
3052
ValueCountFrequency (%) 
-0.2885018838 36668 92.3%
 
3.466181873 3052 7.7%
 
Distinct count204
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.637869782e-16
Minimum-0.8083837962
Maximum2.522654266
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.8083837962
5-th percentile-0.8083837962
Q1-0.8083837962
median-0.3325212158
Q30.5240314288
95-th percentile2.522654266
Maximum2.522654266
Range3.331038062
Interquartile range (IQR)1.332415225

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)3.790985421e+15
Kurtosis0.6438973161
Mean2.637869782e-16
Median Absolute Deviation (MAD)0.8016951741
Skewness1.243259224
Sum-1.406874617e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8083837962 17484 44.0%
 
0.857135235 3322 8.4%
 
2.522654266 3052 7.7%
 
0.3019622246 2722 6.9%
 
0.02437571942 1956 4.9%
 
-0.1421761837 1404 3.5%
 
1.412308245 1007 2.5%
 
-0.2532107858 993 2.5%
 
0.5240314288 834 2.1%
 
-0.3325212158 678 1.7%
 
Other values (194) 6268 15.8%
 
ValueCountFrequency (%) 
-0.8083837962 17484 44.0%
 
-0.7528664952 1 < 0.1%
 
-0.7343607281 1 < 0.1%
 
-0.7290733661 1 < 0.1%
 
-0.7271389654 1 < 0.1%
 
ValueCountFrequency (%) 
2.522654266 3052 7.7%
 
2.326710851 1 < 0.1%
 
2.245067761 2 < 0.1%
 
2.219832624 1 < 0.1%
 
2.18955046 1 < 0.1%
 

BUREAU_DAYS_CREDIT
Real number (ℝ)

Distinct count18852
Unique (%)47.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.511924188e-16
Minimum-3.275511634
Maximum1.327738789
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-3.275511634
5-th percentile-1.739519449
Q1-0.6768540874
median0.04631433544
Q30.8251936542
95-th percentile1.327738789
Maximum1.327738789
Range4.603250423
Interquartile range (IQR)1.502047742

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)6.614171507e+15
Kurtosis-0.2045972973
Mean1.511924188e-16
Median Absolute Deviation (MAD)0.8213496053
Skewness-0.5043430414
Sum4.504840945e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.327738789 6318 15.9%
 
0.5416258664 17 < 0.1%
 
0.8283444074 16 < 0.1%
 
0.8314951606 16 < 0.1%
 
0.1824400018 16 < 0.1%
 
0.7338218115 16 < 0.1%
 
0.2927163637 16 < 0.1%
 
-0.04126347534 16 < 0.1%
 
1.094583053 15 < 0.1%
 
1.00793734 15 < 0.1%
 
Other values (18842) 33259 83.7%
 
ValueCountFrequency (%) 
-3.275511634 3 < 0.1%
 
-3.273936257 1 < 0.1%
 
-3.27236088 1 < 0.1%
 
-3.270785504 3 < 0.1%
 
-3.269210127 1 < 0.1%
 
ValueCountFrequency (%) 
1.327738789 6318 15.9%
 
1.321437283 1 < 0.1%
 
1.319861906 2 < 0.1%
 
1.31828653 2 < 0.1%
 
1.316711153 5 < 0.1%
 

CREDIT_AMT_BALANCE
Real number (ℝ)

Distinct count8572
Unique (%)21.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.212189765e-16
Minimum-0.370042217
Maximum11.58654349
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.370042217
5-th percentile-0.3351002291
Q1-0.3351002291
median-0.3351002291
Q3-0.3351002291
95-th percentile1.889995913
Maximum11.58654349
Range11.95658571
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.609758598e+15
Kurtosis26.19778907
Mean6.212189765e-16
Median Absolute Deviation (MAD)0.5433397021
Skewness4.545077632
Sum4.618527782e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3351002291 31148 78.4%
 
0.4317641428 2 < 0.1%
 
-0.09227467408 1 < 0.1%
 
0.3794996934 1 < 0.1%
 
0.6304541865 1 < 0.1%
 
1.503655281 1 < 0.1%
 
1.504261865 1 < 0.1%
 
-0.0335043196 1 < 0.1%
 
1.620156007 1 < 0.1%
 
0.3130135097 1 < 0.1%
 
Other values (8562) 8562 21.6%
 
ValueCountFrequency (%) 
-0.370042217 1 < 0.1%
 
-0.3528278946 1 < 0.1%
 
-0.3351539299 1 < 0.1%
 
-0.3351002291 31148 78.4%
 
-0.3351001604 1 < 0.1%
 
ValueCountFrequency (%) 
11.58654349 1 < 0.1%
 
11.04459592 1 < 0.1%
 
10.97832708 1 < 0.1%
 
10.77228761 1 < 0.1%
 
10.63790145 1 < 0.1%
 

POS_MONTHS_BALANCE
Real number (ℝ)

Distinct count16273
Unique (%)41.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.320584014e-16
Minimum-3.201247234
Maximum1.393161474
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-3.201247234
5-th percentile-1.980909441
Q1-0.605684548
median0.1795647521
Q30.7949311734
95-th percentile1.393161474
Maximum1.393161474
Range4.594408708
Interquartile range (IQR)1.400615721

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-7.572502605e+15
Kurtosis0.1935530266
Mean-1.320584014e-16
Median Absolute Deviation (MAD)0.8077507295
Skewness-0.8185328997
Sum-8.540723684e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.393161474 2169 5.5%
 
1.10601093 406 1.0%
 
1.082081718 386 1.0%
 
1.058152506 375 0.9%
 
1.129940142 372 0.9%
 
1.010294082 338 0.9%
 
0.9145772335 335 0.8%
 
0.9624356576 324 0.8%
 
0.8188603854 322 0.8%
 
1.153869354 322 0.8%
 
Other values (16263) 34371 86.5%
 
ValueCountFrequency (%) 
-3.201247234 21 0.1%
 
-3.177318022 21 0.1%
 
-3.165353416 1 < 0.1%
 
-3.15338881 11 < 0.1%
 
-3.129459598 25 0.1%
 
ValueCountFrequency (%) 
1.393161474 2169 5.5%
 
1.34530305 16 < 0.1%
 
1.321373838 13 < 0.1%
 
1.297444626 24 0.1%
 
1.289468222 1 < 0.1%
 

BUREAU_AMT_CREDIT_MAX_OVERDUE
Real number (ℝ)

SKEWED
Distinct count9094
Unique (%)22.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.021004861e-15
Minimum-0.02873376104
Maximum136.6810279
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.02873376104
5-th percentile-0.02873376104
Q1-0.02873376104
median-0.02873376104
Q3-0.02873376104
95-th percentile0.04709162009
Maximum136.6810279
Range136.7097617
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)3.310198541e+14
Kurtosis13809.36077
Mean3.021004861e-15
Median Absolute Deviation (MAD)0.04715867012
Skewness112.9208946
Sum9.947598301e-14
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.02873376104 29887 75.2%
 
-0.02292662431 15 < 0.1%
 
-0.02869746643 13 < 0.1%
 
-0.02800786895 12 < 0.1%
 
-0.02486233656 10 < 0.1%
 
-0.02866117183 9 < 0.1%
 
-0.02147484013 9 < 0.1%
 
-0.01711948759 9 < 0.1%
 
-0.02782639592 8 < 0.1%
 
-0.02855228801 8 < 0.1%
 
Other values (9084) 9740 24.5%
 
ValueCountFrequency (%) 
-0.02873376104 29887 75.2%
 
-0.02873357956 1 < 0.1%
 
-0.02873317125 1 < 0.1%
 
-0.02873283717 1 < 0.1%
 
-0.02873218827 1 < 0.1%
 
ValueCountFrequency (%) 
136.6810279 1 < 0.1%
 
113.7862317 1 < 0.1%
 
74.42783265 1 < 0.1%
 
32.51576703 1 < 0.1%
 
13.40437846 1 < 0.1%
 
Distinct count8575
Unique (%)21.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.134800545e-15
Minimum-0.369903992
Maximum11.50037425
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.369903992
5-th percentile-0.3347224818
Q1-0.3347224818
median-0.3347224818
Q3-0.3347224818
95-th percentile1.88505651
Maximum11.50037425
Range11.87027824
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-8.812232183e+14
Kurtosis26.291116
Mean-1.134800545e-15
Median Absolute Deviation (MAD)0.5428132347
Skewness4.553469625
Sum1.819877582e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3347224818 31138 78.4%
 
-0.2744113214 2 < 0.1%
 
0.4369089539 2 < 0.1%
 
-0.3347107329 2 < 0.1%
 
-0.3347102566 2 < 0.1%
 
-0.3347093707 2 < 0.1%
 
0.2683891222 2 < 0.1%
 
-0.3347100891 2 < 0.1%
 
-0.3347108835 2 < 0.1%
 
1.754031147 1 < 0.1%
 
Other values (8565) 8565 21.6%
 
ValueCountFrequency (%) 
-0.369903992 1 < 0.1%
 
-0.3525716679 1 < 0.1%
 
-0.346760935 1 < 0.1%
 
-0.3443168817 1 < 0.1%
 
-0.3406728814 1 < 0.1%
 
ValueCountFrequency (%) 
11.50037425 1 < 0.1%
 
10.97020018 1 < 0.1%
 
10.8336274 1 < 0.1%
 
10.74442196 1 < 0.1%
 
10.67440729 1 < 0.1%
 

CREDIT_AMT_RECIVABLE
Real number (ℝ)

Distinct count8575
Unique (%)21.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.639463002e-16
Minimum-0.3698911255
Maximum11.50063816
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.3698911255
5-th percentile-0.3347088712
Q1-0.3347088712
median-0.3347088712
Q3-0.3347088712
95-th percentile1.884952863
Maximum11.50063816
Range11.87052928
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)3.788697124e+15
Kurtosis26.29356954
Mean2.639463002e-16
Median Absolute Deviation (MAD)0.5427945144
Skewness4.553692784
Sum-3.370637103e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3347088712 31138 78.4%
 
0.2684154878 2 < 0.1%
 
-0.3346957598 2 < 0.1%
 
-0.3346972727 2 < 0.1%
 
-0.3346966457 2 < 0.1%
 
-0.2743964353 2 < 0.1%
 
0.4369388835 2 < 0.1%
 
-0.3346964782 2 < 0.1%
 
-0.334697122 2 < 0.1%
 
-0.3004581797 1 < 0.1%
 
Other values (8565) 8565 21.6%
 
ValueCountFrequency (%) 
-0.3698911255 1 < 0.1%
 
-0.3525584348 1 < 0.1%
 
-0.346747579 1 < 0.1%
 
-0.344303474 1 < 0.1%
 
-0.3406593967 1 < 0.1%
 
ValueCountFrequency (%) 
11.50063816 1 < 0.1%
 
10.97045288 1 < 0.1%
 
10.8338772 1 < 0.1%
 
10.74466988 1 < 0.1%
 
10.67465373 1 < 0.1%
 

BUREAU_DAYS_ENDDATE_FACT
Real number (ℝ)

Distinct count13184
Unique (%)33.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.832482918e-16
Minimum-3.611994798
Maximum1.072702843
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-3.611994798
5-th percentile-1.81192096
Q1-0.6923953275
median0.1104493959
Q31.072702843
95-th percentile1.072702843
Maximum1.072702843
Range4.684697641
Interquartile range (IQR)1.76509817

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-5.457145486e+15
Kurtosis-0.2060839111
Mean-1.832482918e-16
Median Absolute Deviation (MAD)0.8402434964
Skewness-0.6922291677
Sum1.804778549e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.072702843 11304 28.5%
 
0.4155145697 21 0.1%
 
0.4090238213 20 0.1%
 
0.2078106216 18 < 0.1%
 
0.300303786 18 < 0.1%
 
-0.08589574247 17 < 0.1%
 
0.5372161017 17 < 0.1%
 
0.766014982 17 < 0.1%
 
0.5988782113 17 < 0.1%
 
0.4787993663 17 < 0.1%
 
Other values (13174) 28254 71.1%
 
ValueCountFrequency (%) 
-3.611994798 1 < 0.1%
 
-3.55520075 1 < 0.1%
 
-3.521124321 1 < 0.1%
 
-3.508142824 1 < 0.1%
 
-3.487047892 1 < 0.1%
 
ValueCountFrequency (%) 
1.072702843 11304 28.5%
 
1.071080156 1 < 0.1%
 
1.067834782 1 < 0.1%
 
1.066212094 3 < 0.1%
 
1.064589407 3 < 0.1%
 

AMT_CREDIT
Real number (ℝ)

Distinct count3021
Unique (%)7.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.469340482e-16
Minimum-1.406876861
Maximum9.08797181
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.406876861
5-th percentile-1.147689475
Q1-0.7991897475
median-0.1923162791
Q30.5241752941
95-th percentile1.894873282
Maximum9.08797181
Range10.49484867
Interquartile range (IQR)1.323365042

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)6.805860183e+15
Kurtosis2.397385423
Mean1.469340482e-16
Median Absolute Deviation (MAD)0.7749655715
Skewness1.312942888
Sum5.279332527e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3456000295 1442 3.6%
 
0.2439982105 1106 2.8%
 
-1.053117918 979 2.5%
 
-0.9351982695 951 2.4%
 
-0.8172786215 877 2.2%
 
-0.09655373295 834 2.1%
 
0.8335964505 715 1.8%
 
0.594219565 587 1.5%
 
-0.1588153071 576 1.5%
 
-0.8573713018 570 1.4%
 
Other values (3011) 31083 78.3%
 
ValueCountFrequency (%) 
-1.406876861 27 0.1%
 
-1.399094165 19 < 0.1%
 
-1.395202816 4 < 0.1%
 
-1.395084897 2 < 0.1%
 
-1.394424547 4 < 0.1%
 
ValueCountFrequency (%) 
9.08797181 1 < 0.1%
 
9.029483665 1 < 0.1%
 
7.31917709 1 < 0.1%
 
6.72957885 1 < 0.1%
 
6.390913621 1 < 0.1%
 

DAYS_LAST_PHONE_CHANGE
Real number (ℝ)

Distinct count3243
Unique (%)8.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.261143046e-16
Minimum-1.116865216
Maximum4.048468474
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.116865216
5-th percentile-1.116865216
Q1-0.8208431787
median-0.2689376848
Q30.7458158256
95-th percentile1.941192952
Maximum4.048468474
Range5.165333691
Interquartile range (IQR)1.566659004

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-4.422597633e+15
Kurtosis-0.08195598708
Mean-2.261143046e-16
Median Absolute Deviation (MAD)0.8327510491
Skewness0.8238719479
Sum-2.700062396e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.116865216 5312 13.4%
 
-1.115610886 373 0.9%
 
-1.114356555 282 0.7%
 
-1.113102224 196 0.5%
 
-1.111847894 180 0.5%
 
-1.110593563 92 0.2%
 
-1.109339232 70 0.2%
 
-1.108084902 62 0.2%
 
-0.5637053918 40 0.1%
 
-0.5198038184 38 0.1%
 
Other values (3233) 33075 83.3%
 
ValueCountFrequency (%) 
-1.116865216 5312 13.4%
 
-1.115610886 373 0.9%
 
-1.114356555 282 0.7%
 
-1.113102224 196 0.5%
 
-1.111847894 180 0.5%
 
ValueCountFrequency (%) 
4.048468474 1 < 0.1%
 
3.988260602 1 < 0.1%
 
3.968191312 1 < 0.1%
 
3.954393674 1 < 0.1%
 
3.925544069 1 < 0.1%
 
Distinct count1381
Unique (%)3.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.009933996e-16
Minimum-3.112243997
Maximum2.909031892
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-3.112243997
5-th percentile-2.065065581
Q1-0.3961249817
median0.1340090912
Q30.6052393782
95-th percentile1.338264269
Maximum2.909031892
Range6.021275889
Interquartile range (IQR)1.00136436

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)9.90176182e+15
Kurtosis2.445636646
Mean1.009933996e-16
Median Absolute Deviation (MAD)0.7134346919
Skewness-1.284775157
Sum-7.531752999e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.02929124963 1940 4.9%
 
0.2910858535 1933 4.9%
 
-3.112243997 1929 4.9%
 
0.5528804574 1689 4.3%
 
-0.2325033543 1682 4.2%
 
0.8146750613 1424 3.6%
 
-0.4942979581 1302 3.3%
 
1.076469665 1079 2.7%
 
-0.756092562 889 2.2%
 
1.338264269 740 1.9%
 
Other values (1371) 25113 63.2%
 
ValueCountFrequency (%) 
-3.112243997 1929 4.9%
 
-2.501389921 1 < 0.1%
 
-2.457757487 1 < 0.1%
 
-2.326860185 24 0.1%
 
-2.283227751 1 < 0.1%
 
ValueCountFrequency (%) 
2.909031892 1 < 0.1%
 
2.647237288 5 < 0.1%
 
2.385442685 29 0.1%
 
2.319994034 1 < 0.1%
 
2.254545383 1 < 0.1%
 
Distinct count67
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.090390481e-15
Minimum-0.1693522097
Maximum9.772592013
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.1693522097
5-th percentile-0.1693522097
Q1-0.1693522097
median-0.1693522097
Q3-0.1693522097
95-th percentile-0.1693522097
Maximum9.772592013
Range9.941944223
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)3.235877778e+14
Kurtosis65.66342804
Mean3.090390481e-15
Median Absolute Deviation (MAD)0.322945966
Skewness7.705770288
Sum7.389644452e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1693522097 37872 95.3%
 
9.772592013 272 0.7%
 
4.801619902 238 0.6%
 
3.144629198 233 0.6%
 
2.316133846 201 0.5%
 
1.819036635 156 0.4%
 
1.487638494 132 0.3%
 
1.250925536 111 0.3%
 
1.073390818 61 0.2%
 
0.9353082596 56 0.1%
 
Other values (57) 388 1.0%
 
ValueCountFrequency (%) 
-0.1693522097 37872 95.3%
 
0.04677701258 1 < 0.1%
 
0.07919639591 1 < 0.1%
 
0.09934898556 1 < 0.1%
 
0.1413335473 1 < 0.1%
 
ValueCountFrequency (%) 
9.772592013 272 0.7%
 
8.115601309 1 < 0.1%
 
7.287105958 7 < 0.1%
 
6.458610606 27 0.1%
 
5.795814324 7 < 0.1%
 

PREV_DAYS_LAST_DUE
Real number (ℝ)

Distinct count18051
Unique (%)45.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.739042579e-18
Minimum-0.7520832332
Maximum2.563999255
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.7520832332
5-th percentile-0.742543476
Q1-0.7330118266
median-0.72636341
Q30.4736239208
95-th percentile2.563999255
Maximum2.563999255
Range3.316082489
Interquartile range (IQR)1.206635747

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.483908992e+17
Kurtosis0.7937343507
Mean6.739042579e-18
Median Absolute Deviation (MAD)0.8143735319
Skewness1.317180428
Sum4.696687483e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2.563999255 3109 7.8%
 
-0.72636341 2090 5.3%
 
-0.728192175 22 0.1%
 
-0.7295434792 21 0.1%
 
-0.7292912357 21 0.1%
 
-0.7293813227 20 0.1%
 
-0.7276966968 20 0.1%
 
-0.7299849052 19 < 0.1%
 
-0.7292461923 19 < 0.1%
 
-0.7286966619 19 < 0.1%
 
Other values (18041) 34360 86.5%
 
ValueCountFrequency (%) 
-0.7520832332 1 < 0.1%
 
-0.7517318941 1 < 0.1%
 
-0.7514976681 1 < 0.1%
 
-0.7514436159 1 < 0.1%
 
-0.7514255985 1 < 0.1%
 
ValueCountFrequency (%) 
2.563999255 3109 7.8%
 
1.905773575 1 < 0.1%
 
1.905708712 1 < 0.1%
 
1.90566547 1 < 0.1%
 
1.905546555 1 < 0.1%
 
Distinct count209
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.465953048e-18
Minimum-1.632925219
Maximum1.10600933
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.632925219
5-th percentile-1.632925219
Q1-0.7199470361
median0.1930311469
Q30.8953220569
95-th percentile1.10600933
Maximum1.10600933
Range2.738934549
Interquartile range (IQR)1.615269093

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)2.88524563e+17
Kurtosis-1.041097226
Mean3.465953048e-18
Median Absolute Deviation (MAD)0.8450604622
Skewness-0.5805628921
Sum-2.643218977e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.10600933 9772 24.6%
 
-1.632925219 8524 21.5%
 
-0.2634579446 3482 8.8%
 
0.1930311469 2998 7.5%
 
0.4212756926 2092 5.3%
 
0.5582224201 1470 3.7%
 
0.01043551029 1040 2.6%
 
0.6495202384 1032 2.6%
 
-0.7199470361 904 2.3%
 
0.3234566016 711 1.8%
 
Other values (199) 7695 19.4%
 
ValueCountFrequency (%) 
-1.632925219 8524 21.5%
 
-1.437287037 2 < 0.1%
 
-1.404680673 1 < 0.1%
 
-1.383931169 3 < 0.1%
 
-1.359031764 4 < 0.1%
 
ValueCountFrequency (%) 
1.10600933 9772 24.6%
 
1.05621052 1 < 0.1%
 
1.011563311 2 < 0.1%
 
1.008190239 1 < 0.1%
 
0.9964519479 1 < 0.1%
 
Distinct count134
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.402414557e-16
Minimum-1.424912822
Maximum1.318071275
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.424912822
5-th percentile-1.424912822
Q1-1.424912822
median0.4037432428
Q30.8609072589
95-th percentile1.318071275
Maximum1.318071275
Range2.742984097
Interquartile range (IQR)2.285820081

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.851047486e+15
Kurtosis-1.376580668
Mean-5.402414557e-16
Median Absolute Deviation (MAD)0.8770436493
Skewness-0.4094592879
Sum-1.361755153e-11
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.424912822 11167 28.1%
 
-0.05342077334 4800 12.1%
 
0.4037432428 3839 9.7%
 
0.6323252508 2773 7.0%
 
1.318071275 2691 6.8%
 
0.7694744557 2284 5.8%
 
0.8609072589 1760 4.4%
 
0.9262164041 1332 3.4%
 
-0.5105847895 1213 3.1%
 
0.9751982629 996 2.5%
 
Other values (124) 6865 17.3%
 
ValueCountFrequency (%) 
-1.424912822 11167 28.1%
 
-1.253476316 1 < 0.1%
 
-1.242047215 1 < 0.1%
 
-1.196330814 5 < 0.1%
 
-1.175550631 3 < 0.1%
 
ValueCountFrequency (%) 
1.318071275 2691 6.8%
 
1.272354873 1 < 0.1%
 
1.270778446 1 < 0.1%
 
1.267275273 2 < 0.1%
 
1.263211593 1 < 0.1%
 
Distinct count18496
Unique (%)46.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.649961358e-17
Minimum-0.543113805
Maximum5.2353168
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.543113805
5-th percentile-0.526267579
Q1-0.5102758716
median-0.5009099226
Q30.3082137109
95-th percentile2.364903657
Maximum5.2353168
Range5.778430605
Interquartile range (IQR)0.8184895825

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-6.060824294e+16
Kurtosis7.294582679
Mean-1.649961358e-17
Median Absolute Deviation (MAD)0.7403085317
Skewness2.455137412
Sum1.563194019e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.499308436 2102 5.3%
 
5.2353168 430 1.1%
 
-0.4993398377 30 0.1%
 
-0.4987275046 28 0.1%
 
-0.4988060088 27 0.1%
 
-0.4991828292 27 0.1%
 
-0.4992142309 26 0.1%
 
-0.4994654445 26 0.1%
 
-0.5006901107 25 0.1%
 
-0.4992613334 24 0.1%
 
Other values (18486) 36975 93.1%
 
ValueCountFrequency (%) 
-0.543113805 1 < 0.1%
 
-0.5430510016 1 < 0.1%
 
-0.5428939931 1 < 0.1%
 
-0.5428311897 1 < 0.1%
 
-0.5427212838 1 < 0.1%
 
ValueCountFrequency (%) 
5.2353168 430 1.1%
 
3.330055395 1 < 0.1%
 
3.326292424 1 < 0.1%
 
3.325858034 1 < 0.1%
 
3.325748128 1 < 0.1%
 

POS_SK_DPD
Real number (ℝ)

SKEWED
Distinct count2950
Unique (%)7.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.012253949e-15
Minimum-0.0721703018
Maximum35.25368631
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.0721703018
5-th percentile-0.0721703018
Q1-0.0721703018
median-0.0721703018
Q3-0.0721703018
95-th percentile-0.04990376753
Maximum35.25368631
Range35.32585662
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)9.879068289e+14
Kurtosis479.987611
Mean1.012253949e-15
Median Absolute Deviation (MAD)0.1373020434
Skewness20.28905516
Sum1.421085472e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.0721703018 31917 80.4%
 
-0.06382035145 85 0.2%
 
-0.0554704011 78 0.2%
 
-0.06799532662 67 0.2%
 
-0.06660366823 66 0.2%
 
-0.07077864341 49 0.1%
 
-0.06103703467 48 0.1%
 
-0.06938698502 46 0.1%
 
-0.07065212901 44 0.1%
 
-0.07088569405 39 0.1%
 
Other values (2940) 7281 18.3%
 
ValueCountFrequency (%) 
-0.0721703018 31917 80.4%
 
-0.07206115212 1 < 0.1%
 
-0.07206043403 1 < 0.1%
 
-0.07205351928 1 < 0.1%
 
-0.07205015863 1 < 0.1%
 
ValueCountFrequency (%) 
35.25368631 1 < 0.1%
 
34.00476813 1 < 0.1%
 
33.07795121 1 < 0.1%
 
30.43257147 1 < 0.1%
 
29.34317845 1 < 0.1%
 
Distinct count59
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.874258833e-15
Minimum-0.1813240614
Maximum12.47665275
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.1813240614
5-th percentile-0.1813240614
Q1-0.1813240614
median-0.1813240614
Q3-0.1813240614
95-th percentile0.7923664623
Maximum12.47665275
Range12.65797681
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-5.335509541e+14
Kurtosis83.92159567
Mean-1.874258833e-15
Median Absolute Deviation (MAD)0.342214928
Skewness8.283194969
Sum1.435296326e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1813240614 37482 94.4%
 
4.038001541 235 0.6%
 
2.983170141 225 0.6%
 
2.3502713 202 0.5%
 
1.62695834 185 0.5%
 
6.147664343 185 0.5%
 
1.92833874 167 0.4%
 
1.40092304 137 0.3%
 
12.47665275 119 0.3%
 
1.225117806 102 0.3%
 
Other values (49) 681 1.7%
 
ValueCountFrequency (%) 
-0.1813240614 37482 94.4%
 
0.1803324188 1 < 0.1%
 
0.2142377138 1 < 0.1%
 
0.2551578975 2 < 0.1%
 
0.2707465389 1 < 0.1%
 
ValueCountFrequency (%) 
12.47665275 119 0.3%
 
10.36698995 1 < 0.1%
 
9.312158545 4 < 0.1%
 
8.257327144 28 0.1%
 
7.413462023 3 < 0.1%
 
Distinct count1830
Unique (%)4.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.10101373e-16
Minimum-0.1984170216
Maximum31.01021427
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.1984170216
5-th percentile-0.1984170216
Q1-0.1984170216
median-0.1984170216
Q3-0.1984170216
95-th percentile0.889070675
Maximum31.01021427
Range31.20863129
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.639092506e+15
Kurtosis160.0718253
Mean6.10101373e-16
Median Absolute Deviation (MAD)0.354927111
Skewness10.05887503
Sum-1.605826583e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1984170216 34429 86.7%
 
0.2320468583 86 0.2%
 
0.6625107382 59 0.1%
 
0.01681491835 58 0.1%
 
-0.05492906163 51 0.1%
 
-0.1369221816 49 0.1%
 
1.092974618 45 0.1%
 
0.4472787982 43 0.1%
 
-0.1266730416 43 0.1%
 
-0.1123242456 40 0.1%
 
Other values (1820) 4817 12.1%
 
ValueCountFrequency (%) 
-0.1984170216 34429 86.7%
 
-0.1945037136 1 < 0.1%
 
-0.1942377606 1 < 0.1%
 
-0.1939330228 29 0.1%
 
-0.1938858229 15 < 0.1%
 
ValueCountFrequency (%) 
31.01021427 1 < 0.1%
 
27.78173517 1 < 0.1%
 
26.11368764 1 < 0.1%
 
25.66528776 1 < 0.1%
 
24.23040816 1 < 0.1%
 

BUREAU_CREDIT_ACTIVE_Sold
Real number (ℝ)

Distinct count47
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.191692487e-15
Minimum-0.09569690065
Maximum23.55667768
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.09569690065
5-th percentile-0.09569690065
Q1-0.09569690065
median-0.09569690065
Q3-0.09569690065
95-th percentile-0.09569690065
Maximum23.55667768
Range23.65237458
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)8.391532205e+14
Kurtosis343.1214149
Mean1.191692487e-15
Median Absolute Deviation (MAD)0.1877702329
Skewness16.78211279
Sum-1.726618848e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.09569690065 38968 98.1%
 
4.634778016 59 0.1%
 
7.788427961 57 0.1%
 
2.53234472 54 0.1%
 
2.860849922 52 0.1%
 
5.817396745 51 0.1%
 
11.73049039 48 0.1%
 
3.283213754 45 0.1%
 
3.84636553 43 0.1%
 
23.55667768 40 0.1%
 
Other values (37) 303 0.8%
 
ValueCountFrequency (%) 
-0.09569690065 38968 98.1%
 
0.4543583222 1 < 0.1%
 
0.5107742425 1 < 0.1%
 
0.6434398051 2 < 0.1%
 
0.6672829246 1 < 0.1%
 
ValueCountFrequency (%) 
23.55667768 40 0.1%
 
15.67255282 2 < 0.1%
 
14.09572785 1 < 0.1%
 
11.73049039 48 0.1%
 
9.365252933 4 < 0.1%
 

BUREAU_AMT_CREDIT_SUM_OVERDUE
Real number (ℝ)

SKEWED
Distinct count527
Unique (%)1.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-8.925575046e-16
Minimum-0.02181837894
Maximum140.6225352
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.02181837894
5-th percentile-0.02181837894
Q1-0.02181837894
median-0.02181837894
Q3-0.02181837894
95-th percentile-0.02181837894
Maximum140.6225352
Range140.6443536
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.120390096e+15
Kurtosis11045.47902
Mean-8.925575046e-16
Median Absolute Deviation (MAD)0.04322382269
Skewness92.91046767
Sum4.97379915e-14
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.02181837894 39071 98.4%
 
-0.02164163321 9 < 0.1%
 
-0.01969743019 7 < 0.1%
 
-0.02155326034 6 < 0.1%
 
-0.019167193 6 < 0.1%
 
-0.01863695581 5 < 0.1%
 
-0.02160628406 5 < 0.1%
 
-0.02170054845 5 < 0.1%
 
-0.02128814175 5 < 0.1%
 
-0.02146488748 5 < 0.1%
 
Other values (517) 596 1.5%
 
ValueCountFrequency (%) 
-0.02181837894 39071 98.4%
 
-0.02177595996 1 < 0.1%
 
-0.0217594637 2 < 0.1%
 
-0.02174263077 1 < 0.1%
 
-0.02173680399 2 < 0.1%
 
ValueCountFrequency (%) 
140.6225352 1 < 0.1%
 
63.84631138 1 < 0.1%
 
60.40374644 1 < 0.1%
 
55.85962434 1 < 0.1%
 
37.56240449 1 < 0.1%
 

FLAG_DOCUMENT_13
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.04738899384
39631
21.10194623
 
89
ValueCountFrequency (%) 
-0.04738899384 39631 99.8%
 
21.10194623 89 0.2%
 

FLAG_WORK_PHONE
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.5276006635
31071
1.895372901
8649
ValueCountFrequency (%) 
-0.5276006635 31071 78.2%
 
1.895372901 8649 21.8%
 
Distinct count196
Unique (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.50415705e-16
Minimum-0.8279163258
Maximum2.166962487
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.8279163258
5-th percentile-0.8279163258
Q1-0.8279163258
median-0.3671657393
Q30.6695230804
95-th percentile2.166962487
Maximum2.166962487
Range2.994878812
Interquartile range (IQR)1.497439406

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.816831495e+15
Kurtosis-0.08026127994
Mean5.50415705e-16
Median Absolute Deviation (MAD)0.8226553234
Skewness1.070530059
Sum-1.634248292e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8279163258 16846 42.4%
 
2.166962487 4533 11.4%
 
0.6695230804 3392 8.5%
 
0.1703766117 2476 6.2%
 
-0.07919662269 1779 4.5%
 
-0.2289405633 1302 3.3%
 
1.168669549 1133 2.9%
 
-0.3287698571 954 2.4%
 
-0.4000764954 697 1.8%
 
0.3700351992 690 1.7%
 
Other values (186) 5918 14.9%
 
ValueCountFrequency (%) 
-0.8279163258 16846 42.4%
 
-0.772455607 1 < 0.1%
 
-0.7680187495 1 < 0.1%
 
-0.7613634633 1 < 0.1%
 
-0.7548705011 1 < 0.1%
 
ValueCountFrequency (%) 
2.166962487 4533 11.4%
 
2.030831632 1 < 0.1%
 
1.979782561 1 < 0.1%
 
1.936587193 4 < 0.1%
 
1.917389252 1 < 0.1%
 

FLAG_DOCUMENT_8
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.2883482604
36671
3.468028552
 
3049
ValueCountFrequency (%) 
-0.2883482604 36671 92.3%
 
3.468028552 3049 7.7%
 

CREDIT_INCOME_RATIO
Real number (ℝ)

Distinct count13159
Unique (%)33.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.473281606e-16
Minimum-1.47107003
Maximum30.21635471
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.47107003
5-th percentile-1.08801656
Q1-0.6930195235
median-0.2443868896
Q30.4212708015
95-th percentile1.887272208
Maximum30.21635471
Range31.68742474
Interquartile range (IQR)1.114290325

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-6.787654064e+15
Kurtosis28.62314737
Mean-1.473281606e-16
Median Absolute Deviation (MAD)0.7347236558
Skewness2.568389101
Sum-5.940137271e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.7249235587 624 1.6%
 
-0.3509513658 460 1.2%
 
-0.5379374623 417 1.0%
 
0.3969930199 402 1.0%
 
-0.2262939682 401 1.0%
 
0.02302082704 302 0.8%
 
-1.098895752 241 0.6%
 
-0.8495809563 232 0.6%
 
-0.4043759648 209 0.5%
 
-0.9742383539 198 0.5%
 
Other values (13149) 36234 91.2%
 
ValueCountFrequency (%) 
-1.47107003 1 < 0.1%
 
-1.444374825 1 < 0.1%
 
-1.410539246 1 < 0.1%
 
-1.409367466 1 < 0.1%
 
-1.40407576 1 < 0.1%
 
ValueCountFrequency (%) 
30.21635471 1 < 0.1%
 
13.48601977 1 < 0.1%
 
12.24903482 1 < 0.1%
 
11.58499446 1 < 0.1%
 
11.23190238 1 < 0.1%
 
Distinct count3346
Unique (%)8.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-7.001253108e-16
Minimum-0.3405633425
Maximum7.703538848
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.3405633425
5-th percentile-0.3405633425
Q1-0.3405633425
median-0.3405633425
Q3-0.3405633425
95-th percentile2.129923043
Maximum7.703538848
Range8.044102191
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.428333718e+15
Kurtosis14.8054117
Mean-7.001253108e-16
Median Absolute Deviation (MAD)0.5454532821
Skewness3.77497217
Sum-2.337685601e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3405633425 31185 78.5%
 
-0.07473414786 246 0.6%
 
0.045381266 180 0.5%
 
-0.1338073022 176 0.4%
 
-0.03042928209 172 0.4%
 
-0.01492257907 172 0.4%
 
0.03159752998 157 0.4%
 
0.09362434206 135 0.3%
 
0.1060297045 133 0.3%
 
0.1556511541 115 0.3%
 
Other values (3336) 7049 17.7%
 
ValueCountFrequency (%) 
-0.3405633425 31185 78.5%
 
-0.3349245414 1 < 0.1%
 
-0.3343606613 1 < 0.1%
 
-0.331020756 1 < 0.1%
 
-0.3302255405 1 < 0.1%
 
ValueCountFrequency (%) 
7.703538848 1 < 0.1%
 
7.676402118 1 < 0.1%
 
7.486445006 1 < 0.1%
 
7.448970474 1 < 0.1%
 
7.376877907 1 < 0.1%
 

FLAG_DOCUMENT_18
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.08664939055
39424
11.54076207
 
296
ValueCountFrequency (%) 
-0.08664939055 39424 99.3%
 
11.54076207 296 0.7%
 
Distinct count756
Unique (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.365753208e-16
Minimum-1.203990303
Maximum14.08489159
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.203990303
5-th percentile-1.203990303
Q1-0.5669535572
median-0.03912311087
Q30.4053656861
95-th percentile1.494047679
Maximum14.08489159
Range15.28888189
Interquartile range (IQR)0.9723192433

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-7.32205923e+15
Kurtosis28.05697194
Mean-1.365753208e-16
Median Absolute Deviation (MAD)0.6741077101
Skewness3.126680466
Sum-2.188471626e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.203990303 6731 16.9%
 
-0.02792246479 2047 5.2%
 
0.9801356821 1980 5.0%
 
0.1859080512 1771 4.5%
 
0.07008318838 1281 3.2%
 
0.3248978866 1275 3.2%
 
0.707119934 1260 3.2%
 
0.4947743521 1171 2.9%
 
-0.1119273104 884 2.2%
 
1.34415668 846 2.1%
 
Other values (746) 20474 51.5%
 
ValueCountFrequency (%) 
-1.203990303 6731 16.9%
 
-1.087281281 1 < 0.1%
 
-1.062426582 1 < 0.1%
 
-1.052615235 1 < 0.1%
 
-1.046372964 4 < 0.1%
 
ValueCountFrequency (%) 
14.08489159 20 0.1%
 
9.170608125 1 < 0.1%
 
9.055654126 2 < 0.1%
 
8.854484628 1 < 0.1%
 
8.812863352 1 < 0.1%
 

PREV_CHANNEL_TYPE_Car_dealer
Real number (ℝ)

SKEWED
Distinct count19
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.297685489e-15
Minimum-0.02372716832
Maximum75.91695522
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.02372716832
5-th percentile-0.02372716832
Q1-0.02372716832
median-0.02372716832
Q3-0.02372716832
95-th percentile-0.02372716832
Maximum75.91695522
Range75.94068239
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-7.706124456e+14
Kurtosis3823.890978
Mean-1.297685489e-15
Median Absolute Deviation (MAD)0.0474077425
Skewness57.41408469
Sum5.400124792e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.02372716832 39681 99.9%
 
25.28983363 7 < 0.1%
 
75.91695522 4 < 0.1%
 
18.96144343 4 < 0.1%
 
37.94661403 4 < 0.1%
 
9.46885813 3 < 0.1%
 
12.63305323 3 < 0.1%
 
15.16440931 2 < 0.1%
 
4.195199631 2 < 0.1%
 
1.382581765 1 < 0.1%
 
Other values (9) 9 < 0.1%
 
ValueCountFrequency (%) 
-0.02372716832 39681 99.9%
 
1.382581765 1 < 0.1%
 
4.195199631 2 < 0.1%
 
4.443371796 1 < 0.1%
 
5.038984991 1 < 0.1%
 
ValueCountFrequency (%) 
75.91695522 4 < 0.1%
 
50.60339442 1 < 0.1%
 
37.94661403 4 < 0.1%
 
28.45402873 1 < 0.1%
 
25.28983363 7 < 0.1%
 

DAYS_EMPLOYED
Real number (ℝ)

Distinct count6981
Unique (%)17.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.084603051e-17
Minimum-0.8521198611
Maximum6.975471677
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.8521198611
5-th percentile-0.8521198611
Q1-0.6920327738
median-0.3142081899
Q30.3275695082
95-th percentile2.003767073
Maximum6.975471677
Range7.827591538
Interquartile range (IQR)1.019602282

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-4.79713674e+16
Kurtosis6.24705072
Mean-2.084603051e-17
Median Absolute Deviation (MAD)0.7130202159
Skewness2.19203675
Sum1.534772309e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.8521198611 6101 15.4%
 
-0.7511125322 29 0.1%
 
-0.5452862771 28 0.1%
 
-0.7568299282 28 0.1%
 
-0.7592121765 28 0.1%
 
-0.7434893376 26 0.1%
 
-0.7406306396 26 0.1%
 
-0.7501596329 26 0.1%
 
-0.7534947805 25 0.1%
 
-0.724431351 25 0.1%
 
Other values (6971) 33378 84.0%
 
ValueCountFrequency (%) 
-0.8521198611 6101 15.4%
 
-0.8511669617 1 < 0.1%
 
-0.8506905121 1 < 0.1%
 
-0.8502140624 2 < 0.1%
 
-0.8487847134 1 < 0.1%
 
ValueCountFrequency (%) 
6.975471677 1 < 0.1%
 
6.94259665 1 < 0.1%
 
6.941643751 1 < 0.1%
 
6.936879254 1 < 0.1%
 
6.803949798 1 < 0.1%
 
Distinct count8329
Unique (%)21.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.59044251e-16
Minimum-0.3447430775
Maximum10.69865312
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.3447430775
5-th percentile-0.3447430775
Q1-0.3447430775
median-0.3447430775
Q3-0.3447430775
95-th percentile1.87412382
Maximum10.69865312
Range11.0433962
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.788789683e+15
Kurtosis24.43259309
Mean-5.59044251e-16
Median Absolute Deviation (MAD)0.5539779847
Skewness4.401941544
Sum5.648814749e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3447430775 31210 78.6%
 
0.07817883546 13 < 0.1%
 
0.1083875435 13 < 0.1%
 
-0.02755164279 12 < 0.1%
 
-0.133282121 11 < 0.1%
 
-0.2178665036 11 < 0.1%
 
1.558405531 10 < 0.1%
 
0.01776141932 10 < 0.1%
 
0.03588664416 9 < 0.1%
 
0.1839093137 9 < 0.1%
 
Other values (8319) 8412 21.2%
 
ValueCountFrequency (%) 
-0.3447430775 31210 78.6%
 
-0.3447194203 1 < 0.1%
 
-0.3445927356 1 < 0.1%
 
-0.3444872098 1 < 0.1%
 
-0.3444676886 1 < 0.1%
 
ValueCountFrequency (%) 
10.69865312 1 < 0.1%
 
10.55521137 1 < 0.1%
 
10.3693676 1 < 0.1%
 
10.31127145 1 < 0.1%
 
10.27108858 1 < 0.1%
 

PREV_NAME_YIELD_GROUP_XNA
Real number (ℝ)

Distinct count239
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.453056221e-16
Minimum-0.9285987679
Maximum3.051106077
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.9285987679
5-th percentile-0.9285987679
Q1-0.9285987679
median-0.1326577988
Q30.7769890229
95-th percentile1.724537796
Maximum3.051106077
Range3.979704845
Interquartile range (IQR)1.705587791

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-4.076598734e+15
Kurtosis-0.5048668281
Mean-2.453056221e-16
Median Absolute Deviation (MAD)0.8702707848
Skewness0.7062326279
Sum-1.904254532e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9285987679 17539 44.2%
 
1.061253655 4104 10.3%
 
0.3979695138 3088 7.8%
 
0.06632744341 1914 4.8%
 
1.724537796 1354 3.4%
 
-0.1326577988 1174 3.0%
 
0.6632831702 1169 2.9%
 
-0.265314627 779 2.0%
 
1.459224139 740 1.9%
 
0.2084597593 528 1.3%
 
Other values (229) 7331 18.5%
 
ValueCountFrequency (%) 
-0.9285987679 17539 44.2%
 
-0.786466452 1 < 0.1%
 
-0.7755331969 1 < 0.1%
 
-0.7627777327 1 < 0.1%
 
-0.7555681224 2 < 0.1%
 
ValueCountFrequency (%) 
3.051106077 361 0.9%
 
2.918449249 1 < 0.1%
 
2.861596323 1 < 0.1%
 
2.785792421 2 < 0.1%
 
2.719464007 4 < 0.1%
 

FLAG_DOCUMENT_16
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.0919487152
39387
10.87562776
 
333
ValueCountFrequency (%) 
-0.0919487152 39387 99.2%
 
10.87562776 333 0.8%
 
Distinct count26
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.581070206e-16
Minimum-0.0374080933
Maximum33.30628897
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.0374080933
5-th percentile-0.0374080933
Q1-0.0374080933
median-0.0374080933
Q3-0.0374080933
95-th percentile-0.0374080933
Maximum33.30628897
Range33.34369706
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-2.792496463e+15
Kurtosis730.444445
Mean-3.581070206e-16
Median Absolute Deviation (MAD)0.07471070557
Skewness26.93912159
Sum-3.97903932e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.0374080933 39664 99.9%
 
24.78512194 4 < 0.1%
 
23.23371382 4 < 0.1%
 
23.72884407 4 < 0.1%
 
28.9759387 4 < 0.1%
 
26.24527077 3 < 0.1%
 
23.47867299 3 < 0.1%
 
30.15215546 3 < 0.1%
 
27.20683219 3 < 0.1%
 
29.74962795 2 < 0.1%
 
Other values (16) 26 0.1%
 
ValueCountFrequency (%) 
-0.0374080933 39664 99.9%
 
23.23371382 4 < 0.1%
 
23.47867299 3 < 0.1%
 
23.72884407 4 < 0.1%
 
23.98439517 2 < 0.1%
 
ValueCountFrequency (%) 
33.30628897 1 < 0.1%
 
30.99075445 1 < 0.1%
 
30.56571113 1 < 0.1%
 
30.15215546 3 < 0.1%
 
29.74962795 2 < 0.1%
 

DAYS_ID_PUBLISH
Real number (ℝ)

Distinct count5658
Unique (%)14.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.111452879e-16
Minimum-1.88504927
Maximum2.228676889
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.88504927
5-th percentile-1.668364572
Q1-0.869257671
median0.1077933304
Q30.8858883819
95-th percentile1.34683583
Maximum2.228676889
Range4.113726158
Interquartile range (IQR)1.755146053

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-8.997345792e+15
Kurtosis-1.181091229
Mean-1.111452879e-16
Median Absolute Deviation (MAD)0.8744451122
Skewness-0.2433577163
Sum-4.817479748e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.8359852394 25 0.1%
 
0.7624437661 25 0.1%
 
0.9462974492 24 0.1%
 
0.8688162542 24 0.1%
 
0.9285687012 24 0.1%
 
1.14787988 24 0.1%
 
0.7854254765 24 0.1%
 
0.7703232097 24 0.1%
 
0.8267925552 24 0.1%
 
0.7479981196 23 0.1%
 
Other values (5648) 39479 99.4%
 
ValueCountFrequency (%) 
-1.88504927 3 < 0.1%
 
-1.88439265 7 < 0.1%
 
-1.883736029 13 < 0.1%
 
-1.883079409 5 < 0.1%
 
-1.882422789 8 < 0.1%
 
ValueCountFrequency (%) 
2.228676889 1 < 0.1%
 
2.201098836 1 < 0.1%
 
2.199128975 1 < 0.1%
 
2.190592911 1 < 0.1%
 
2.18796643 1 < 0.1%
 
Distinct count22605
Unique (%)56.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.433227488e-16
Minimum-6.368956147
Maximum9.181095069
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-6.368956147
5-th percentile-0.6390600846
Q1-0.3682845843
median-0.2228457281
Q3-0.06938889561
95-th percentile1.588439237
Maximum9.181095069
Range15.55005122
Interquartile range (IQR)0.2988956887

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-6.97734726e+15
Kurtosis34.39020076
Mean-1.433227488e-16
Median Absolute Deviation (MAD)0.5001845859
Skewness5.086332413
Sum8.526512829e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.2228457281 6652 16.7%
 
-0.1417616819 16 < 0.1%
 
-0.2376156845 13 < 0.1%
 
-0.2590170498 13 < 0.1%
 
-0.1492973739 13 < 0.1%
 
-0.1526130784 13 < 0.1%
 
-0.2153100361 13 < 0.1%
 
-0.2584141945 13 < 0.1%
 
-0.1505030846 12 < 0.1%
 
-0.2198314513 12 < 0.1%
 
Other values (22595) 32950 83.0%
 
ValueCountFrequency (%) 
-6.368956147 1 < 0.1%
 
-4.876688174 1 < 0.1%
 
-4.040457453 1 < 0.1%
 
-3.408559534 1 < 0.1%
 
-3.385198888 1 < 0.1%
 
ValueCountFrequency (%) 
9.181095069 1 < 0.1%
 
9.178985076 1 < 0.1%
 
9.178683648 1 < 0.1%
 
9.178080793 1 < 0.1%
 
9.169037962 1 < 0.1%
 

NAME_HOUSING_TYPE
Real number (ℝ)

Distinct count6
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.238771624e-16
Minimum-0.2144606399
Maximum0.1187795583
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.2144606399
5-th percentile-0.2137305384
Q10.01426996396
median0.01426996396
Q30.01426996396
95-th percentile0.01426996396
Maximum0.1187795583
Range0.3332401982
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.06600490704
Coefficient of variation (CV)-5.328254679e+14
Kurtosis6.100834952
Mean-1.238771624e-16
Median Absolute Deviation (MAD)0.03443984963
Skewness-2.448723833
Sum-5.933031844e-13
Variance0.004356647754
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.01426996396 34641 87.2%
 
-0.2137305384 2339 5.9%
 
0.1187795583 1497 3.8%
 
-0.2144606399 790 2.0%
 
-0.04675967702 313 0.8%
 
0.08454709442 140 0.4%
 
ValueCountFrequency (%) 
-0.2144606399 790 2.0%
 
-0.2137305384 2339 5.9%
 
-0.04675967702 313 0.8%
 
0.01426996396 34641 87.2%
 
0.08454709442 140 0.4%
 
ValueCountFrequency (%) 
0.1187795583 1497 3.8%
 
0.08454709442 140 0.4%
 
0.01426996396 34641 87.2%
 
-0.04675967702 313 0.8%
 
-0.2137305384 2339 5.9%
 
Distinct count5261
Unique (%)13.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.634326835e-15
Minimum-0.1826288426
Maximum61.41896466
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.1826288426
5-th percentile-0.1826288426
Q1-0.1826288426
median-0.1826288426
Q3-0.1826288426
95-th percentile0.93558402
Maximum61.41896466
Range61.6015935
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)6.118804188e+14
Kurtosis716.2748148
Mean1.634326835e-15
Median Absolute Deviation (MAD)0.3246643344
Skewness19.22174203
Sum9.094947018e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1826288426 34429 86.7%
 
0.2671961183 3 < 0.1%
 
-0.16335063 3 < 0.1%
 
-0.1736323434 3 < 0.1%
 
0.6720385831 3 < 0.1%
 
-0.182160275 3 < 0.1%
 
0.5670794255 2 < 0.1%
 
-0.1819862356 2 < 0.1%
 
0.5663297173 2 < 0.1%
 
-0.1796300096 2 < 0.1%
 
Other values (5251) 5268 13.3%
 
ValueCountFrequency (%) 
-0.1826288426 34429 86.7%
 
-0.1826260312 1 < 0.1%
 
-0.1825056093 1 < 0.1%
 
-0.1825024873 1 < 0.1%
 
-0.1824332666 1 < 0.1%
 
ValueCountFrequency (%) 
61.41896466 1 < 0.1%
 
42.7246316 1 < 0.1%
 
41.62964149 1 < 0.1%
 
33.55170782 1 < 0.1%
 
32.34858024 1 < 0.1%
 

PREV_NAME_PORTFOLIO_Cards
Real number (ℝ)

Distinct count142
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.559030658e-16
Minimum-0.5573212418
Maximum6.305926637
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.5573212418
5-th percentile-0.5573212418
Q1-0.5573212418
median-0.5573212418
Q30.3577784753
95-th percentile1.730428051
Maximum6.305926637
Range6.863247879
Interquartile range (IQR)0.9150997172

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)2.809789194e+15
Kurtosis8.630744786
Mean3.559030658e-16
Median Absolute Deviation (MAD)0.7350396114
Skewness2.518015597
Sum7.815970093e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.5573212418 25955 65.3%
 
1.158490728 1688 4.2%
 
1.730428051 1684 4.2%
 
0.8153283339 1575 4.0%
 
0.5865534046 1303 3.3%
 
2.874302697 1133 2.9%
 
0.4231427408 1046 2.6%
 
0.300584743 791 2.0%
 
0.2052618558 640 1.6%
 
0.129003546 519 1.3%
 
Other values (132) 3386 8.5%
 
ValueCountFrequency (%) 
-0.5573212418 25955 65.3%
 
-0.4048046223 1 < 0.1%
 
-0.3939105781 1 < 0.1%
 
-0.3899249521 1 < 0.1%
 
-0.3857400449 1 < 0.1%
 
ValueCountFrequency (%) 
6.305926637 192 0.5%
 
5.39082692 1 < 0.1%
 
5.325462654 1 < 0.1%
 
5.16205199 3 < 0.1%
 
4.933277061 3 < 0.1%
 
Distinct count159
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.021662844e-16
Minimum-0.6632231785
Maximum2.791487867
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.6632231785
5-th percentile-0.6632231785
Q1-0.6632231785
median-0.6632231785
Q30.4883471701
95-th percentile2.791487867
Maximum2.791487867
Range3.454711046
Interquartile range (IQR)1.151570349

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.991397311e+15
Kurtosis1.80120218
Mean5.021662844e-16
Median Absolute Deviation (MAD)0.7706138907
Skewness1.644979793
Sum-9.947598301e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.6632231785 21486 54.1%
 
2.791487867 2821 7.1%
 
1.064132344 2768 7.0%
 
0.4883471701 2218 5.6%
 
0.200454583 1632 4.1%
 
0.02771903067 1329 3.3%
 
-0.0874380042 937 2.4%
 
-0.1696930291 733 1.8%
 
1.639917519 675 1.7%
 
-0.2313842978 521 1.3%
 
Other values (149) 4600 11.6%
 
ValueCountFrequency (%) 
-0.6632231785 21486 54.1%
 
-0.5992470481 1 < 0.1%
 
-0.5941289576 1 < 0.1%
 
-0.586451822 1 < 0.1%
 
-0.5847070184 1 < 0.1%
 
ValueCountFrequency (%) 
2.791487867 2821 7.1%
 
2.525740864 2 < 0.1%
 
2.477423227 1 < 0.1%
 
2.446016763 1 < 0.1%
 
2.407631085 2 < 0.1%
 

FLAG_DOCUMENT_4
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.008691053211
39717
115.0608535
 
3
ValueCountFrequency (%) 
-0.008691053211 39717 > 99.9%
 
115.0608535 3 < 0.1%
 

FLAG_PHONE
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size310.4 KiB
-0.5982493577
29251
1.671543792
10469
ValueCountFrequency (%) 
-0.5982493577 29251 73.6%
 
1.671543792 10469 26.4%
 
Distinct count222
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-3.574292032e-16
Minimum-1.162337849
Maximum1.632482857
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-1.162337849
5-th percentile-1.162337849
Q1-1.162337849
median0.2350725041
Q30.9337776807
95-th percentile1.632482857
Maximum1.632482857
Range2.794820706
Interquartile range (IQR)2.09611553

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-2.797792065e+15
Kurtosis-1.437263649
Mean-3.574292032e-16
Median Absolute Deviation (MAD)0.895968792
Skewness0.1045656938
Sum1.982414233e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1.162337849 13784 34.7%
 
0.2350725041 4223 10.6%
 
1.632482857 3118 7.8%
 
0.7008759551 2712 6.8%
 
-0.230730947 2023 5.1%
 
0.9337776807 1684 4.2%
 
1.073518716 1156 2.9%
 
0.5145545747 985 2.5%
 
-0.4636326725 922 2.3%
 
1.166679406 783 2.0%
 
Other values (212) 8330 21.0%
 
ValueCountFrequency (%) 
-1.162337849 13784 34.7%
 
-1.040823905 1 < 0.1%
 
-0.9760164687 2 < 0.1%
 
-0.9627077987 1 < 0.1%
 
-0.947351641 3 < 0.1%
 
ValueCountFrequency (%) 
1.632482857 3118 7.8%
 
1.580726918 1 < 0.1%
 
1.576586443 1 < 0.1%
 
1.571725885 1 < 0.1%
 
1.57037573 1 < 0.1%
 

PREV_AMT_GOODS_PRICE
Real number (ℝ)

Distinct count31202
Unique (%)78.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.819548106e-17
Minimum-0.9605937794
Maximum16.06941258
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.9605937794
5-th percentile-0.9605937794
Q1-0.6160752302
median-0.319856516
Q30.2663944585
95-th percentile1.924047634
Maximum16.06941258
Range17.03000636
Interquartile range (IQR)0.8824696887

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)1.018389622e+16
Kurtosis15.88292405
Mean9.819548106e-17
Median Absolute Deviation (MAD)0.6855222885
Skewness2.904872965
Sum2.50111043e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.9605937794 2041 5.1%
 
-0.7173079743 168 0.4%
 
0.2558352463 154 0.4%
 
-0.230736364 149 0.4%
 
-0.4740221691 125 0.3%
 
1.472264272 114 0.3%
 
0.01254944118 89 0.2%
 
-0.5956650717 79 0.2%
 
0.8640497592 76 0.2%
 
-0.3523792666 70 0.2%
 
Other values (31192) 36655 92.3%
 
ValueCountFrequency (%) 
-0.9605937794 2041 5.1%
 
-0.9194784784 1 < 0.1%
 
-0.9143694765 1 < 0.1%
 
-0.9075574739 1 < 0.1%
 
-0.9026917578 1 < 0.1%
 
ValueCountFrequency (%) 
16.06941258 1 < 0.1%
 
15.09626936 1 < 0.1%
 
14.40460782 1 < 0.1%
 
12.2984826 1 < 0.1%
 
11.60917282 1 < 0.1%
 
Distinct count59
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2.478575698e-16
Minimum-0.06547840604
Maximum23.75169963
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.06547840604
5-th percentile-0.06547840604
Q1-0.06547840604
median-0.06547840604
Q3-0.06547840604
95-th percentile-0.06547840604
Maximum23.75169963
Range23.81717804
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-4.034625972e+15
Kurtosis371.765096
Mean-2.478575698e-16
Median Absolute Deviation (MAD)0.1301556412
Skewness18.39785345
Sum9.379164112e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.06547840604 39477 99.4%
 
23.75169963 33 0.1%
 
11.84311061 28 0.1%
 
7.87358094 20 0.1%
 
5.888816104 18 < 0.1%
 
4.697957202 14 < 0.1%
 
3.904051267 13 < 0.1%
 
15.81264029 11 < 0.1%
 
17.79740512 9 < 0.1%
 
3.3369756 9 < 0.1%
 
Other values (49) 88 0.2%
 
ValueCountFrequency (%) 
-0.06547840604 39477 99.4%
 
0.5299510449 1 < 0.1%
 
1.017120596 1 < 0.1%
 
1.18805728 1 < 0.1%
 
1.335532067 2 < 0.1%
 
ValueCountFrequency (%) 
23.75169963 33 0.1%
 
21.91960901 1 < 0.1%
 
19.78216996 3 < 0.1%
 
18.98826403 1 < 0.1%
 
18.33870462 1 < 0.1%
 
Distinct count8470
Unique (%)21.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-5.509998858e-16
Minimum-0.3703679771
Maximum11.54371621
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.3703679771
5-th percentile-0.3340983355
Q1-0.3340983355
median-0.3340983355
Q3-0.3340983355
95-th percentile1.887407231
Maximum11.54371621
Range11.91408419
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.814905255e+15
Kurtosis26.54598035
Mean-5.509998858e-16
Median Absolute Deviation (MAD)0.5418441199
Skewness4.572667123
Sum-7.727152251e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.3340983355 31227 78.6%
 
-0.2719218072 5 < 0.1%
 
-0.3133728261 4 < 0.1%
 
0.2876669481 4 < 0.1%
 
-0.02321569373 3 < 0.1%
 
0.9094322317 3 < 0.1%
 
-0.2304707883 2 < 0.1%
 
-0.3210085401 2 < 0.1%
 
-0.2243750502 2 < 0.1%
 
-0.2097452788 2 < 0.1%
 
Other values (8460) 8466 21.3%
 
ValueCountFrequency (%) 
-0.3703679771 1 < 0.1%
 
-0.3524995803 1 < 0.1%
 
-0.3341540768 1 < 0.1%
 
-0.3340983355 31227 78.6%
 
-0.3340982837 1 < 0.1%
 
ValueCountFrequency (%) 
11.54371621 1 < 0.1%
 
10.96194591 1 < 0.1%
 
10.79696245 1 < 0.1%
 
10.76425947 1 < 0.1%
 
10.56109473 1 < 0.1%
 

CREDIT_SK_DPD_DEF
Real number (ℝ)

SKEWED
Distinct count590
Unique (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.978101686e-15
Minimum-0.008260386157
Maximum164.042676
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.008260386157
5-th percentile-0.008260386157
Q1-0.008260386157
median-0.008260386157
Q3-0.008260386157
95-th percentile-0.008260386157
Maximum164.042676
Range164.0509364
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)5.05541548e+14
Kurtosis22347.2333
Mean1.978101686e-15
Median Absolute Deviation (MAD)0.01601283709
Skewness147.5454886
Sum1.207922651e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.008260386157 37889 95.4%
 
-0.006955511447 97 0.2%
 
-0.005650636736 69 0.2%
 
-0.004345762025 62 0.2%
 
-0.006941775923 44 0.1%
 
-0.005623165689 29 0.1%
 
-0.003040887314 28 0.1%
 
-0.001736012604 27 0.1%
 
-0.004304555455 21 0.1%
 
0.000873736818 18 < 0.1%
 
Other values (580) 1436 3.6%
 
ValueCountFrequency (%) 
-0.008260386157 37889 95.4%
 
-0.007161544296 1 < 0.1%
 
-0.007151820031 1 < 0.1%
 
-0.007055886424 1 < 0.1%
 
-0.007007706435 1 < 0.1%
 
ValueCountFrequency (%) 
164.042676 1 < 0.1%
 
113.0768321 1 < 0.1%
 
3.724725186 1 < 0.1%
 
1.119151364 1 < 0.1%
 
0.8429194252 1 < 0.1%
 

BUREAU_AMT_CREDIT_SUM_DEBT
Real number (ℝ)

SKEWED
Distinct count24339
Unique (%)61.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-9.16894819e-16
Minimum-2.595208376
Maximum80.74907958
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-2.595208376
5-th percentile-0.2787750942
Q1-0.2787750942
median-0.2168644568
Q3-0.01708684987
95-th percentile0.836023825
Maximum80.74907958
Range83.34428795
Interquartile range (IQR)0.2616882443

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)-1.090651368e+15
Kurtosis1994.246429
Mean-9.16894819e-16
Median Absolute Deviation (MAD)0.3374796044
Skewness31.41202488
Sum1.520561455e-12
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.2787750942 14933 37.6%
 
-0.2306770477 8 < 0.1%
 
0.009813185114 6 < 0.1%
 
-0.2787702844 5 < 0.1%
 
-0.086382908 5 < 0.1%
 
-0.1184482724 4 < 0.1%
 
-0.1825790011 4 < 0.1%
 
-0.2787726893 4 < 0.1%
 
-0.2787654746 4 < 0.1%
 
-0.1344809546 4 < 0.1%
 
Other values (24329) 24743 62.3%
 
ValueCountFrequency (%) 
-2.595208376 1 < 0.1%
 
-0.4324714225 1 < 0.1%
 
-0.35404329 1 < 0.1%
 
-0.3342687926 1 < 0.1%
 
-0.3166630531 1 < 0.1%
 
ValueCountFrequency (%) 
80.74907958 1 < 0.1%
 
74.77238745 1 < 0.1%
 
30.50125235 1 < 0.1%
 
26.35781727 1 < 0.1%
 
26.00573957 1 < 0.1%
 
Distinct count95
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.409315334e-15
Minimum-0.1629730389
Maximum15.72605515
Zeros0
Zeros (%)0.0%
Memory size310.4 KiB
Mini histogram

Quantile statistics

Minimum-0.1629730389
5-th percentile-0.1629730389
Q1-0.1629730389
median-0.1629730389
Q3-0.1629730389
95-th percentile-0.1629730389
Maximum15.72605515
Range15.88902819
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.000012588
Coefficient of variation (CV)4.150608989e+14
Kurtosis69.15657022
Mean2.409315334e-15
Median Absolute Deviation (MAD)0.3138831188
Skewness7.744533994
Sum1.705302566e-13
Variance1.000025177
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-0.1629730389 38250 96.3%
 
5.889990081 163 0.4%
 
4.376749301 129 0.3%
 
8.91647164 121 0.3%
 
3.468804833 118 0.3%
 
2.863508521 106 0.3%
 
2.431154012 90 0.2%
 
1.652915897 67 0.2%
 
2.106888131 66 0.2%
 
1.487835085 51 0.1%
 
Other values (85) 559 1.4%
 
ValueCountFrequency (%) 
-0.1629730389 38250 96.3%
 
0.2693814696 1 < 0.1%
 
0.290999195 2 < 0.1%
 
0.3148924705 1 < 0.1%
 
0.4044922535 1 < 0.1%
 
ValueCountFrequency (%) 
15.72605515 1 < 0.1%
 
14.96943476 2 < 0.1%
 
14.69430007 1 < 0.1%
 
14.59112457 1 < 0.1%
 
14.36413845 1 < 0.1%
 

Missing values

Sample

First rows

EXT_SOURCE_2EXT_SOURCE_3NAME_EDUCATION_TYPEPOS_CNT_INSTALMENT_FUTUREINSTA_AMT_PAYMENTCODE_GENDERPREV_CNT_PAYMENTEXT_SOURCE_1FLAG_DOCUMENT_3FLAG_OWN_CARBUREAU_CREDIT_ACTIVE_ActiveFLAG_EMP_PHONENAME_INCOME_TYPEINSTA_AMT_INSTALMENTPOS_CNT_INSTALMENTOCCUPATION_TYPEPERCENT_EMPLOYED_TO_AGEDAYS_BIRTHNAME_FAMILY_STATUSORGANIZATION_TYPECREDIT_CNT_DRAWINGS_ATM_CURRENTPREV_NAME_CLIENT_TYPE_NewBUREAU_CREDIT_CURRENCY_currency_1PREV_AMT_CREDITCNT_FAM_MEMBERSPREV_NAME_CONTRACT_STATUS_RefusedPREV_AMT_ANNUITYCREDIT_AMT_CREDIT_LIMIT_ACTUALREGION_RATING_CLIENT_W_CITYCNT_CHILDRENDEF_30_CNT_SOCIAL_CIRCLEAMT_INCOME_TOTALBUREAU_CREDIT_TYPE_MicroloanPREV_NAME_YIELD_GROUP_low_actionPREV_CODE_REJECT_REASON_HCPREV_PRODUCT_COMBINATION_Cash_X-Sell_lowPREV_NAME_SELLER_INDUSTRY_ConnectivityREG_CITY_NOT_LIVE_CITYBUREAU_AMT_CREDIT_SUM_LIMITBUREAU_LOAN_COUNTCREDIT_AMT_PAYMENT_TOTAL_CURRENTBUREAU_CREDIT_TYPE_MortgagePREV_AMT_APPLICATIONAMT_ANNUITYANNUITY_INCOME_RATIOPREV_PRODUCT_COMBINATION_Cash_Street_lowPREV_RATE_DOWN_PAYMENTPREV_DAYS_FIRST_DRAWINGINSTA_NUM_INSTALMENT_VERSIONFLAG_DOCUMENT_6PREV_NAME_YIELD_GROUP_highBUREAU_DAYS_CREDITCREDIT_AMT_BALANCEPOS_MONTHS_BALANCEBUREAU_AMT_CREDIT_MAX_OVERDUECREDIT_AMT_TOTAL_RECEIVABLECREDIT_AMT_RECIVABLEBUREAU_DAYS_ENDDATE_FACTAMT_CREDITDAYS_LAST_PHONE_CHANGEPREV_HOUR_APPR_PROCESS_STARTPREV_NAME_GOODS_CATEGORY_Clothing_and_AccessoriesPREV_DAYS_LAST_DUEBUREAU_CREDIT_TYPE_Consumer_creditPREV_NAME_CLIENT_TYPE_RepeaterPREV_DAYS_LAST_DUE_1ST_VERSIONPOS_SK_DPDBUREAU_CREDIT_TYPE_Car_loanCREDIT_CNT_DRAWINGS_POS_CURRENTBUREAU_CREDIT_ACTIVE_SoldBUREAU_AMT_CREDIT_SUM_OVERDUEFLAG_DOCUMENT_13FLAG_WORK_PHONEPREV_NAME_SELLER_INDUSTRY_Consumer_electronicsFLAG_DOCUMENT_8CREDIT_INCOME_RATIOCREDIT_CNT_INSTALMENT_MATURE_CUMFLAG_DOCUMENT_18POS_NAME_CONTRACT_STATUS_CompletedPREV_CHANNEL_TYPE_Car_dealerDAYS_EMPLOYEDCREDIT_AMT_INST_MIN_REGULARITYPREV_NAME_YIELD_GROUP_XNAFLAG_DOCUMENT_16CREDIT_NAME_CONTRACT_STATUS_Sent_proposalDAYS_ID_PUBLISHBUREAU_DAYS_CREDIT_ENDDATENAME_HOUSING_TYPECREDIT_AMT_DRAWINGS_POS_CURRENTPREV_NAME_PORTFOLIO_CardsPREV_PRODUCT_COMBINATION_POS_household_with_interestFLAG_DOCUMENT_4FLAG_PHONEPREV_NAME_GOODS_CATEGORY_XNAPREV_AMT_GOODS_PRICEPREV_CHANNEL_TYPE_Channel_of_corporate_salesCREDIT_AMT_RECEIVABLE_PRINCIPALCREDIT_SK_DPD_DEFBUREAU_AMT_CREDIT_SUM_DEBTPREV_CODE_REJECT_REASON_SCOFR
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